Updating notebooks (#20865)
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@@ -46,7 +46,65 @@ The Jupyter notebooks are categorized into following classes:
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- `Model Demos <#model-demos>`__
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- `Model Training <#model-training>`__
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- `Live Demos <#live-demos>`__
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- `Recommended Tutorials <#recommended-tutorials>`__
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Recommended Tutorials
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######################
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The following tutorials are guaranteed to provide a great experience with inference in OpenVINO:
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| Notebook | | Preview |
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+==============================================================================================================================================+============================================================================================================================================+====================================================+
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| `YOLOv8 - Optimization <notebooks/230-yolov8-object-detection-with-output.html>`__ |br| |c230c| | Convert and Optimize YOLOv8 real-time object detection with OpenVINO™. | |n230-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `SAM - Segment Anything Model <notebooks/237-segment-anything-with-output.html>`__ | Prompt based object segmentation mask generation, using Segment Anything and OpenVINO™. | |n237-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `ControlNet - Stable-Diffusion <notebooks/235-controlnet-stable-diffusion-with-output.html>`__ | A text-to-image generation with ControlNet Conditioning and OpenVINO™. | |n235-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `Stable Diffusion v2 <notebooks/236-stable-diffusion-v2-infinite-zoom-with-output.html>`__ | Text-to-image generation and Infinite Zoom with Stable Diffusion v2 and OpenVINO™. | |n236-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `Whisper - Subtitles generation <notebooks/227-whisper-convert-with-output.html>`__ |br| |c227| | Generate subtitles for video with OpenAI Whisper and OpenVINO. | |n227-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `CLIP - zero-shot-image-classification <notebooks/228-clip-zero-shot-convert-with-output.html>`__ | Perform Zero-shot image classification with CLIP and OpenVINO. | |n228-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `BLIP - Visual-language-processing <notebooks/233-blip-convert-with-output.html>`__ | Visual question answering and image captioning using BLIP and OpenVINO™. | |n233-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `Instruct pix2pix - Image-editing <notebooks/231-instruct-pix2pix-image-editing-with-output.html>`__ | Image editing with InstructPix2Pix. | |n231-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `DeepFloyd IF - Text-to-Image generation <notebooks/238-deep-floyd-if-optimize-with-output.html>`__ | Text-to-image generation with DeepFloyd IF and OpenVINO™. | |n238-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `ImageBind <notebooks/239-image-bind-convert-with-output.html>`__ | Binding multimodal data, using ImageBind and OpenVINO™. | |n239-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `Dolly v2 <notebooks/240-dolly-2-instruction-following-with-output.html>`__ | Instruction following using Databricks Dolly 2.0 and OpenVINO™. | |n240-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `Stable Diffusion XL <notebooks/248-stable-diffusion-xl-with-output.html>`__ | Image generation with Stable Diffusion XL and OpenVINO™. | |n248-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `MusicGen <notebooks/250-music-generation-with-output.html>`__ |br| |n250| |br| |c250| | Controllable Music Generation with MusicGen and OpenVINO™. | |n250-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `Tiny SD <notebooks/251-tiny-sd-image-generation-with-output.html>`__ |br| |c251| | Image Generation with Tiny-SD and OpenVINO™. | |n251-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `253-zeroscope-text2video <notebooks/253-zeroscope-text2video-with-output.html>`__ | Text-to video synthesis with ZeroScope and OpenVINO™. | A panda eating bamboo on a rock. |br| |n253-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `254-llm-chatbot <notebooks/254-llm-chatbot-with-output.html>`__ | Create LLM-powered Chatbot using OpenVINO. | |n254-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `256-bark-text-to-audio <notebooks/256-bark-text-to-audio-with-output.html>`__ | Text-to-Speech generation with BARK and OpenVINO. | |n256-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `257-llava-multimodal-chatbot <notebooks/257-llava-multimodal-chatbot-with-output.html>`__ | Visual-language assistant with LLaVA and OpenVINO. | |n257-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `258-blip-diffusion-subject-generation <notebooks/258-blip-diffusion-subject-generation-with-output.html>`__ | Subject-driven image generation and editing using BLIP Diffusion and OpenVINO. | |n258-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `259-decidiffusion-image-generation <notebooks/259-decidiffusion-image-generation-with-output.html>`__ | Image Generation with DeciDiffusion. | |n259-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `261-fast-segment-anything <notebooks/261-fast-segment-anything-with-output.html>`__ |br| |n261| |br| |c261| | Object segmentations with FastSAM and OpenVINO™. | |n261-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `262-softvc-voice-conversion <notebooks/262-softvc-voice-conversion-with-output.html>`__ |br| |c262| | Text-to video synthesis with ZeroScope and OpenVINO™. | |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `263-latent-consistency-models-image-generation <notebooks/263-latent-consistency-models-image-generation-with-output.html>`__ | Image generation with Latent Consistency Model and OpenVINO. ||n263-img1| |
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+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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First steps with OpenVINO
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##########################
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@@ -84,53 +142,63 @@ Tutorials that explain how to optimize and quantize models with OpenVINO tools.
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.. dropdown:: Explore more notebooks here.
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| Notebook | Description |
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+====================================================================================================================================================+==================================================================================================================================+
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| `102-pytorch-onnx-to-openvino <notebooks/102-pytorch-onnx-to-openvino-with-output.html>`__ | Convert PyTorch models to OpenVINO IR. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `104-model-tools <notebooks/104-model-tools-with-output.html>`__ |br| |n104| | Download, convert and benchmark models from Open Model Zoo. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `105-language-quantize-bert <notebooks/105-language-quantize-bert-with-output.html>`__ | Optimize and quantize a pre-trained BERT model. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `106-auto-device <notebooks/106-auto-device-with-output.html>`__ |br| |n106| | Demonstrates how to use AUTO Device. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `107-speech-recognition-quantization <notebooks/107-speech-recognition-quantization-data2vec-with-output.html>`__ |br| |c107| | Optimize and quantize a pre-trained Data2Vec speech model. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `107-speech-recognition-quantization <notebooks/107-speech-recognition-quantization-wav2vec2-with-output.html>`__ | Optimize and quantize a pre-trained Wav2Vec2 speech model. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `108-gpu-device <notebooks/108-gpu-device-with-output.html>`__ | Working with GPUs in OpenVINO™ |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `109-latency-tricks <notebooks/109-latency-tricks-with-output.html>`__ | Performance tricks for latency mode in OpenVINO™. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `109-throughput-tricks <notebooks/109-throughput-tricks-with-output.html>`__ | Performance tricks for throughput mode in OpenVINO™. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `110-ct-segmentation-quantize <notebooks/110-ct-scan-live-inference-with-output.html>`__ |br| |n110| | Live inference of a kidney segmentation model and benchmark CT-scan data with OpenVINO. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `110-ct-segmentation-quantize <notebooks/110-ct-segmentation-quantize-nncf-with-output.html>`__ | Quantize a kidney segmentation model and show live inference. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `111-yolov5-quantization-migration <notebooks/111-yolov5-quantization-migration-with-output.html>`__ |br| |c111| | Migrate YOLOv5 POT API based quantization pipeline on Neural Network Compression Framework (NNCF). |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `112-pytorch-post-training-quantization-nncf <notebooks/112-pytorch-post-training-quantization-nncf-with-output.html>`__ | Use Neural Network Compression Framework (NNCF) to quantize PyTorch model in post-training mode (without model fine-tuning). |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `113-image-classification-quantization <notebooks/113-image-classification-quantization-with-output.html>`__ |br| |n113| | Quantize MobileNet image classification. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `115-async-api <notebooks/115-async-api-with-output.html>`__ |br| |n115| |br| |c115| | Use asynchronous execution to improve data pipelining. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `116-sparsity-optimization <notebooks/116-sparsity-optimization-with-output.html>`__ |br| |c116| | Improve performance of sparse Transformer models. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `117-model-server <notebooks/117-model-server-with-output.html>`__ | Improve performance of sparse Transformer models. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `118-optimize-preprocessing <notebooks/118-optimize-preprocessing-with-output.html>`__ | Improve performance of image preprocessing step. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `119-tflite-to-openvino <notebooks/119-tflite-to-openvino-with-output.html>`__ |br| |c119| | Convert TensorFlow Lite models to OpenVINO IR. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `120-tensorflow-object-detection-to-openvino <notebooks/120-tensorflow-object-detection-to-openvino-with-output.html>`__ |br| |n120| |br| |c120| | Convert TensorFlow Object Detection models to OpenVINO IR |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `122-speech-recognition-quantization-wav2vec2 <notebooks/122-speech-recognition-quantization-wav2vec2-with-output.html>`__ | Quantize Speech Recognition Models with accuracy control using NNCF PTQ API. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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| `122-yolov8-quantization-with-accuracy-control <notebooks/122-yolov8-quantization-with-accuracy-control-with-output.html>`__ | Convert and Optimize YOLOv8 with OpenVINO™. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------+
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| Notebook | Description |
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+================================================================================================================================================================+=============================================================================================================================================+
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| `102-pytorch-onnx-to-openvino <notebooks/102-pytorch-onnx-to-openvino-with-output.html>`__ | Convert PyTorch models to OpenVINO IR. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `104-model-tools <notebooks/104-model-tools-with-output.html>`__ |br| |n104| | Download, convert and benchmark models from Open Model Zoo. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `105-language-quantize-bert <notebooks/105-language-quantize-bert-with-output.html>`__ | Optimize and quantize a pre-trained BERT model. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `106-auto-device <notebooks/106-auto-device-with-output.html>`__ |br| |n106| | Demonstrates how to use AUTO Device. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `107-speech-recognition-quantization <notebooks/107-speech-recognition-quantization-data2vec-with-output.html>`__ |br| |c107| | Optimize and quantize a pre-trained Data2Vec speech model. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `107-speech-recognition-quantization <notebooks/107-speech-recognition-quantization-wav2vec2-with-output.html>`__ | Optimize and quantize a pre-trained Wav2Vec2 speech model. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `108-gpu-device <notebooks/108-gpu-device-with-output.html>`__ | Working with GPUs in OpenVINO™ |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `109-latency-tricks <notebooks/109-latency-tricks-with-output.html>`__ | Performance tricks for latency mode in OpenVINO™. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `109-throughput-tricks <notebooks/109-throughput-tricks-with-output.html>`__ | Performance tricks for throughput mode in OpenVINO™. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `110-ct-segmentation-quantize <notebooks/110-ct-scan-live-inference-with-output.html>`__ |br| |n110| | Live inference of a kidney segmentation model and benchmark CT-scan data with OpenVINO. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `110-ct-segmentation-quantize <notebooks/110-ct-segmentation-quantize-nncf-with-output.html>`__ | Quantize a kidney segmentation model and show live inference. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `111-yolov5-quantization-migration <notebooks/111-yolov5-quantization-migration-with-output.html>`__ |br| |c111| | Migrate YOLOv5 POT API based quantization pipeline on Neural Network Compression Framework (NNCF). |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `112-pytorch-post-training-quantization-nncf <notebooks/112-pytorch-post-training-quantization-nncf-with-output.html>`__ | Use Neural Network Compression Framework (NNCF) to quantize PyTorch model in post-training mode (without model fine-tuning). |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `113-image-classification-quantization <notebooks/113-image-classification-quantization-with-output.html>`__ |br| |n113| | Quantize MobileNet image classification. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `115-async-api <notebooks/115-async-api-with-output.html>`__ |br| |n115| |br| |c115| | Use asynchronous execution to improve data pipelining. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `116-sparsity-optimization <notebooks/116-sparsity-optimization-with-output.html>`__ |br| |c116| | Improve performance of sparse Transformer models. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `117-model-server <notebooks/117-model-server-with-output.html>`__ | Improve performance of sparse Transformer models. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `118-optimize-preprocessing <notebooks/118-optimize-preprocessing-with-output.html>`__ | Improve performance of image preprocessing step. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `119-tflite-to-openvino <notebooks/119-tflite-to-openvino-with-output.html>`__ |br| |c119| | Convert TensorFlow Lite models to OpenVINO IR. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `120-tensorflow-object-detection-to-openvino <notebooks/120-tensorflow-object-detection-to-openvino-with-output.html>`__ |br| |n120| |br| |c120| | Convert TensorFlow Object Detection models to OpenVINO IR |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `120-tensorflow-instance-segmentation-to-openvino <notebooks/120-tensorflow-instance-segmentation-to-openvino-with-output.html>`__ |br| |n120a| |br| |c120a| | Convert the Mask R-CNN with Inception ResNet V2 Instance Segmentation model and then segment instances in an image using OpenVINO Runtime. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `122-speech-recognition-quantization-wav2vec2 <notebooks/122-speech-recognition-quantization-wav2vec2-with-output.html>`__ | Quantize Speech Recognition Models with accuracy control using NNCF PTQ API. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `122-yolov8-quantization-with-accuracy-control <notebooks/122-yolov8-quantization-with-accuracy-control-with-output.html>`__ | Convert and Optimize YOLOv8 with OpenVINO™. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `123-detectron2-to-openvino <notebooks/123-detectron2-to-openvino-with-output.html>`__ |br| |n123| |br| |c123| | Convert Detection2 Models to OpenVINO™. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `124-hugging-face-hub <notebooks/124-hugging-face-hub-with-output.html>`__ |br| |n124| |br| |c124| | Hugging Face Model Hub with OpenVINO™. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `125-convnext-classification <notebooks/125-convnext-classification-with-output.html>`__ | Convert TorchVision ConvNext classification model to OpenVINO IR. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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| `126-tensorflow-hub <notebooks/126-tensorflow-hub-with-output.html>`__ |br| |n126| |br| |c126| | Convert TensorFlow Hub models to OpenVINO IR. |
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+----------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
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Model Demos
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@@ -154,117 +222,148 @@ Demos that demonstrate inference on a particular model.
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.. dropdown:: Explore more notebooks below.
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| Notebook | Description | Preview |
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+===============================================================================================================================+============================================================================================================================================+====================================================+
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| `201-vision-monodepth <notebooks/201-vision-monodepth-with-output.html>`__ |br| |n201| |br| |c201| | Monocular depth estimation with images and video. | |n201-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `202-vision-superresolution-image <notebooks/202-vision-superresolution-image-with-output.html>`__ |br| |n202i| |br| |c202i| | Upscale raw images with a super resolution model. | |n202i-img1| → |n202i-img2| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `202-vision-superresolution-video <notebooks/202-vision-superresolution-video-with-output.html>`__ |br| |n202v| |br| |c202v| | Turn 360p into 1080p video using a super resolution model. | |n202v-img1| → |n202v-img2| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `203-meter-reader <notebooks/203-meter-reader-with-output.html>`__ |br| |n203| | PaddlePaddle pre-trained models to read industrial meter's value. | |n203-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `204-segmenter-semantic-segmentation <notebooks/204-segmenter-semantic-segmentation-with-output.html>`__ |br| |c204| | Semantic segmentation with OpenVINO™ using Segmenter. | |n204-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `206-vision-paddlegan-anime <notebooks/206-vision-paddlegan-anime-with-output.html>`__ | Turn an image into anime using a GAN. | |n206-img1| → |n206-img2| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `207-vision-paddlegan-superresolution <notebooks/207-vision-paddlegan-superresolution-with-output.html>`__ | Upscale small images with superresolution using a PaddleGAN model. | |n207-img1| → |n207-img2| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `208-optical-character-recognition <notebooks/208-optical-character-recognition-with-output.html>`__ | Annotate text on images using text recognition resnet. | |n208-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `212-pyannote-speaker-diarization <notebooks/212-pyannote-speaker-diarization-with-output.html>`__ | Run inference on speaker diarization pipeline. | |n212-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `210-slowfast-video-recognition <notebooks/210-slowfast-video-recognition-with-output.html>`__ |br| |n210| | Video Recognition using SlowFast and OpenVINO™ | |n210-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `213-question-answering <notebooks/213-question-answering-with-output.html>`__ |br| |n213| | Answer your questions basing on a context. | |n213-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `214-grammar-correction <notebooks/214-grammar-correction-with-output.html>`__ | Grammatical error correction with OpenVINO. | |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `216-attention-center <notebooks/216-attention-center-with-output.html>`__ | The attention center model with OpenVINO™ | |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `217-vision-deblur <notebooks/217-vision-deblur-with-output.html>`__ |br| |n217| | Deblur images with DeblurGAN-v2. | |n217-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `219-knowledge-graphs-conve <notebooks/219-knowledge-graphs-conve-with-output.html>`__ |br| |n219| | Optimize the knowledge graph embeddings model (ConvE) with OpenVINO. | |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `220-cross-lingual-books-alignment <notebooks/220-cross-lingual-books-alignment-with-output.html>`__ |br| |n220| |br| |c220| | Cross-lingual Books Alignment With Transformers and OpenVINO™ | |n220-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `221-machine-translation <notebooks/221-machine-translation-with-output.html>`__ |br| |n221| |br| |c221| | Real-time translation from English to German. | |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
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| `222-vision-image-colorization <notebooks/222-vision-image-colorization-with-output.html>`__ |br| |n222| | Use pre-trained models to colorize black & white images using OpenVINO. | |n222-img1| |
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+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
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| `223-text-prediction <notebooks/223-text-prediction-with-output.html>`__ |br| |c223| | Use pre-trained models to perform text prediction on an input sequence. | |n223-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `224-3D-segmentation-point-clouds <notebooks/224-3D-segmentation-point-clouds-with-output.html>`__ | Process point cloud data and run 3D Part Segmentation with OpenVINO. | |n224-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `225-stable-diffusion-text-to-image <notebooks/225-stable-diffusion-text-to-image-with-output.html>`__ | Text-to-image generation with Stable Diffusion method. | |n225-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `226-yolov7-optimization <notebooks/226-yolov7-optimization-with-output.html>`__ | Optimize YOLOv7, using NNCF PTQ API. | |n226-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `227-whisper-subtitles-generation <notebooks/227-whisper-subtitles-generation-with-output.html>`__ |br| |c227| | Generate subtitles for video with OpenAI Whisper and OpenVINO. | |n227-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `228-clip-zero-shot-convert <notebooks/228-clip-zero-shot-convert-with-output.html>`__ | Zero-shot Image Classification with OpenAI CLIP and OpenVINO™ | |n228-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `228-clip-zero-shot-quantize <notebooks/228-clip-zero-shot-quantize-with-output.html>`__ | Post-Training Quantization of OpenAI CLIP model with NNCF | |n228-img2| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `229-distilbert-sequence-classification <notebooks/229-distilbert-sequence-classification-with-output.html>`__ |br| |n229| | Sequence classification with OpenVINO. | |n229-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `230-yolov8-optimization <notebooks/230-yolov8-optimization-with-output.html>`__ |br| |c230| | Optimize YOLOv8, using NNCF PTQ API. | |n230-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `231-instruct-pix2pix-image-editing <notebooks/231-instruct-pix2pix-image-editing-with-output.html>`__ | Image editing with InstructPix2Pix. | |n231-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `232-clip-language-saliency-map <notebooks/232-clip-language-saliency-map-with-output.html>`__ |br| |c232| | Language-visual saliency with CLIP and OpenVINO™. | |n232-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `233-blip-visual-language-processing <notebooks/233-blip-visual-language-processing-with-output.html>`__ | Visual question answering and image captioning using BLIP and OpenVINO™. | |n233-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `234-encodec-audio-compression <notebooks/234-encodec-audio-compression-with-output.html>`__ | Audio compression with EnCodec and OpenVINO™. | |n234-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `235-controlnet-stable-diffusion <notebooks/235-controlnet-stable-diffusion-with-output.html>`__ | A text-to-image generation with ControlNet Conditioning and OpenVINO™. | |n235-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-infinite-zoom-with-output.html>`__ | Text-to-image generation and Infinite Zoom with Stable Diffusion v2 and OpenVINO™. | |n236-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-optimum-demo-comparison-with-output.html>`__ | Stable Diffusion v2.1 using Optimum-Intel OpenVINO and multiple Intel Hardware. | |n236-img4| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-optimum-demo-with-output.html>`__ | Stable Diffusion v2.1 using Optimum-Intel OpenVINO. | |n236-img4| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-text-to-image-demo-with-output.html>`__ | Stable Diffusion Text-to-Image Demo. | |n236-img4| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-text-to-image-with-output.html>`__ | Text-to-image generation with Stable Diffusion v2 and OpenVINO™. | |n236-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `237-segment-anything <notebooks/237-segment-anything-with-output.html>`__ | Prompt based object segmentation mask generation, using Segment Anything and OpenVINO™. | |n237-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `238-deep-floyd-if <notebooks/238-deep-floyd-if-with-output.html>`__ | Text-to-image generation with DeepFloyd IF and OpenVINO™. | |n238-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `239-image-bind <notebooks/239-image-bind-convert-with-output.html>`__ | Binding multimodal data, using ImageBind and OpenVINO™. | |n239-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `240-dolly-2-instruction-following <notebooks/240-dolly-2-instruction-following-with-output.html>`__ | Instruction following using Databricks Dolly 2.0 and OpenVINO™. | |n240-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `241-riffusion-text-to-music <notebooks/241-riffusion-text-to-music-with-output.html>`__ | Text-to-Music generation using Riffusion and OpenVINO™. | |n241-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `242-freevc-voice-conversion <notebooks/242-freevc-voice-conversion-with-output.html>`__ | High-Quality Text-Free One-Shot Voice Conversion with FreeVC and OpenVINO™ | |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `243-tflite-selfie-segmentation <notebooks/243-tflite-selfie-segmentation-with-output.html>`__ |br| |n243| |br| |c243| | Selfie Segmentation using TFLite and OpenVINO™. | |n243-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `244-named-entity-recognition <notebooks/244-named-entity-recognition-with-output.html>`__ |br| |c244| | Named entity recognition with OpenVINO™. | |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `245-typo-detector <notebooks/245-typo-detector-with-output.html>`__ | English Typo Detection in sentences with OpenVINO™. | |n245-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `246-depth-estimation-videpth <notebooks/246-depth-estimation-videpth-with-output.html>`__ | Monocular Visual-Inertial Depth Estimation with OpenVINO™. | |n246-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `247-code-language-id <notebooks/247-code-language-id-with-output.html>`__ |br| |n247| | Identify the programming language used in an arbitrary code snippet. | |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `248-stable-diffusion-xl <notebooks/248-stable-diffusion-xl-with-output.html>`__ | Image generation with Stable Diffusion XL and OpenVINO™. | |n248-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `249-oneformer-segmentation <notebooks/249-oneformer-segmentation-with-output.html>`__ | Universal segmentation with OneFormer and OpenVINO™. | |n249-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `250-music-generation <notebooks/250-music-generation-with-output.html>`__ |br| |n250| |br| |c250| | Controllable Music Generation with MusicGen and OpenVINO™. | |n250-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `251-tiny-sd-image-generation <notebooks/251-tiny-sd-image-generation-with-output.html>`__ |br| |c251| | Image Generation with Tiny-SD and OpenVINO™. | |n251-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `252-fastcomposer-image-generation <notebooks/252-fastcomposer-image-generation-with-output.html>`__ | Image generation with FastComposer and OpenVINO™. | |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `253-zeroscope-text2video <notebooks/253-zeroscope-text2video-with-output.html>`__ | Text-to video synthesis with ZeroScope and OpenVINO™. | A panda eating bamboo on a rock. |br| |n253-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| Notebook | Description | Preview |
|
||||
+==============================================================================================================================================+============================================================================================================================================+====================================================+
|
||||
| `201-vision-monodepth <notebooks/201-vision-monodepth-with-output.html>`__ |br| |n201| |br| |c201| | Monocular depth estimation with images and video. | |n201-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `202-vision-superresolution-image <notebooks/202-vision-superresolution-image-with-output.html>`__ |br| |n202i| |br| |c202i| | Upscale raw images with a super resolution model. | |n202i-img1| → |n202i-img2| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `202-vision-superresolution-video <notebooks/202-vision-superresolution-video-with-output.html>`__ |br| |n202v| |br| |c202v| | Turn 360p into 1080p video using a super resolution model. | |n202v-img1| → |n202v-img2| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `203-meter-reader <notebooks/203-meter-reader-with-output.html>`__ |br| |n203| | PaddlePaddle pre-trained models to read industrial meter's value. | |n203-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `204-segmenter-semantic-segmentation <notebooks/204-segmenter-semantic-segmentation-with-output.html>`__ |br| |c204| | Semantic segmentation with OpenVINO™ using Segmenter. | |n204-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `206-vision-paddlegan-anime <notebooks/206-vision-paddlegan-anime-with-output.html>`__ | Turn an image into anime using a GAN. | |n206-img1| → |n206-img2| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `207-vision-paddlegan-superresolution <notebooks/207-vision-paddlegan-superresolution-with-output.html>`__ | Upscale small images with superresolution using a PaddleGAN model. | |n207-img1| → |n207-img2| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `208-optical-character-recognition <notebooks/208-optical-character-recognition-with-output.html>`__ | Annotate text on images using text recognition resnet. | |n208-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `212-pyannote-speaker-diarization <notebooks/212-pyannote-speaker-diarization-with-output.html>`__ | Run inference on speaker diarization pipeline. | |n212-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `210-slowfast-video-recognition <notebooks/210-slowfast-video-recognition-with-output.html>`__ |br| |n210| | Video Recognition using SlowFast and OpenVINO™ | |n210-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `213-question-answering <notebooks/213-question-answering-with-output.html>`__ |br| |n213| | Answer your questions basing on a context. | |n213-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `214-grammar-correction <notebooks/214-grammar-correction-with-output.html>`__ | Grammatical error correction with OpenVINO. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `216-attention-center <notebooks/216-attention-center-with-output.html>`__ | The attention center model with OpenVINO™ | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `217-vision-deblur <notebooks/217-vision-deblur-with-output.html>`__ |br| |n217| | Deblur images with DeblurGAN-v2. | |n217-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `219-knowledge-graphs-conve <notebooks/219-knowledge-graphs-conve-with-output.html>`__ |br| |n219| | Optimize the knowledge graph embeddings model (ConvE) with OpenVINO. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `220-cross-lingual-books-alignment <notebooks/220-cross-lingual-books-alignment-with-output.html>`__ |br| |n220| |br| |c220| | Cross-lingual Books Alignment With Transformers and OpenVINO™ | |n220-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `221-machine-translation <notebooks/221-machine-translation-with-output.html>`__ |br| |n221| |br| |c221| | Real-time translation from English to German. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `222-vision-image-colorization <notebooks/222-vision-image-colorization-with-output.html>`__ |br| |n222| | Use pre-trained models to colorize black & white images using OpenVINO. | |n222-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `223-text-prediction <notebooks/223-text-prediction-with-output.html>`__ |br| |c223| | Use pre-trained models to perform text prediction on an input sequence. | |n223-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `224-3D-segmentation-point-clouds <notebooks/224-3D-segmentation-point-clouds-with-output.html>`__ |br| |n224| |br| |c224| | Process point cloud data and run 3D Part Segmentation with OpenVINO. | |n224-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `225-stable-diffusion-text-to-image <notebooks/225-stable-diffusion-text-to-image-with-output.html>`__ |br| |c225| | Text-to-image generation with Stable Diffusion method. | |n225-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `226-yolov7-optimization <notebooks/226-yolov7-optimization-with-output.html>`__ | Optimize YOLOv7, using NNCF PTQ API. | |n226-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `227-whisper-subtitles-generation <notebooks/227-whisper-convert-with-output.html>`__ |br| |c227| | Generate subtitles for video with OpenAI Whisper and OpenVINO. | |n227-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `228-clip-zero-shot-convert <notebooks/228-clip-zero-shot-convert-with-output.html>`__ | Zero-shot Image Classification with OpenAI CLIP and OpenVINO™ | |n228-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `228-clip-zero-shot-quantize <notebooks/228-clip-zero-shot-quantize-with-output.html>`__ | Post-Training Quantization of OpenAI CLIP model with NNCF | |n228-img2| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `229-distilbert-sequence-classification <notebooks/229-distilbert-sequence-classification-with-output.html>`__ |br| |n229| | Sequence classification with OpenVINO. | |n229-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `230-yolov8-instance-segmentation <notebooks/230-yolov8-instance-segmentation-with-output.html>`__ |br| |c230a| | Convert and Optimize YOLOv8 instance segmentation model with OpenVINO™. | |n230-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `230-yolov8-keypoint-detection <notebooks/230-yolov8-keypoint-detection-with-output.html>`__ |br| |c230b| | Convert and Optimize YOLOv8 keypoint detection model with OpenVINO™. | |n230-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `230-yolov8-object-detection <notebooks/230-yolov8-object-detection-with-output.html>`__ |br| |c230c| | Convert and Optimize YOLOv8 real-time object detection with OpenVINO™. | |n230-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `231-instruct-pix2pix-image-editing <notebooks/231-instruct-pix2pix-image-editing-with-output.html>`__ | Image editing with InstructPix2Pix. | |n231-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `232-clip-language-saliency-map <notebooks/232-clip-language-saliency-map-with-output.html>`__ |br| |c232| | Language-visual saliency with CLIP and OpenVINO™. | |n232-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `233-blip-convert <notebooks/233-blip-convert-with-output.html>`__ | Visual Question Answering and Image Captioning using BLIP and OpenVINO. | |n233-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `233-blip-optimize <notebooks/233-blip-optimize.html>`__ | Post-Training Quantization and Weights Compression of OpenAI BLIP model with NNCF. | |n233-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `234-encodec-audio-compression <notebooks/234-encodec-audio-compression-with-output.html>`__ | Audio compression with EnCodec and OpenVINO™. | |n234-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `235-controlnet-stable-diffusion <notebooks/235-controlnet-stable-diffusion-with-output.html>`__ | A text-to-image generation with ControlNet Conditioning and OpenVINO™. | |n235-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-infinite-zoom-with-output.html>`__ | Text-to-image generation and Infinite Zoom with Stable Diffusion v2 and OpenVINO™. | |n236-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-optimum-demo-comparison-with-output.html>`__ | Stable Diffusion v2.1 using Optimum-Intel OpenVINO and multiple Intel Hardware. | |n236-img4| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-optimum-demo-with-output.html>`__ | Stable Diffusion v2.1 using Optimum-Intel OpenVINO. | |n236-img4| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-text-to-image-demo-with-output.html>`__ | Stable Diffusion Text-to-Image Demo. | |n236-img4| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `236-stable-diffusion-v2 <notebooks/236-stable-diffusion-v2-text-to-image-with-output.html>`__ | Text-to-image generation with Stable Diffusion v2 and OpenVINO™. | |n236-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `237-segment-anything <notebooks/237-segment-anything-with-output.html>`__ | Prompt based object segmentation mask generation, using Segment Anything and OpenVINO™. | |n237-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `238-deep-floyd-if-optimize <notebooks/238-deep-floyd-if-optimize-with-output-with-output.html>`__ | Text-to-image generation with DeepFloyd IF and OpenVINO™. | |n238-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `239-image-bind <notebooks/239-image-bind-convert-with-output.html>`__ | Binding multimodal data, using ImageBind and OpenVINO™. | |n239-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `240-dolly-2-instruction-following <notebooks/240-dolly-2-instruction-following-with-output.html>`__ | Instruction following using Databricks Dolly 2.0 and OpenVINO™. | |n240-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `241-riffusion-text-to-music <notebooks/241-riffusion-text-to-music-with-output.html>`__ | Text-to-Music generation using Riffusion and OpenVINO™. | |n241-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `242-freevc-voice-conversion <notebooks/242-freevc-voice-conversion-with-output.html>`__ | High-Quality Text-Free One-Shot Voice Conversion with FreeVC and OpenVINO™ | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `243-tflite-selfie-segmentation <notebooks/243-tflite-selfie-segmentation-with-output.html>`__ |br| |n243| |br| |c243| | Selfie Segmentation using TFLite and OpenVINO™. | |n243-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `244-named-entity-recognition <notebooks/244-named-entity-recognition-with-output.html>`__ |br| |c244| | Named entity recognition with OpenVINO™. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `245-typo-detector <notebooks/245-typo-detector-with-output.html>`__ | English Typo Detection in sentences with OpenVINO™. | |n245-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `246-depth-estimation-videpth <notebooks/246-depth-estimation-videpth-with-output.html>`__ | Monocular Visual-Inertial Depth Estimation with OpenVINO™. | |n246-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `247-code-language-id <notebooks/247-code-language-id-with-output.html>`__ |br| |n247| | Identify the programming language used in an arbitrary code snippet. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `248-stable-diffusion-xl <notebooks/248-stable-diffusion-xl-with-output.html>`__ | Image generation with Stable Diffusion XL and OpenVINO™. | |n248-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `249-oneformer-segmentation <notebooks/249-oneformer-segmentation-with-output.html>`__ | Universal segmentation with OneFormer and OpenVINO™. | |n249-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `250-music-generation <notebooks/250-music-generation-with-output.html>`__ |br| |n250| |br| |c250| | Controllable Music Generation with MusicGen and OpenVINO™. | |n250-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `251-tiny-sd-image-generation <notebooks/251-tiny-sd-image-generation-with-output.html>`__ |br| |c251| | Image Generation with Tiny-SD and OpenVINO™. | |n251-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `252-fastcomposer-image-generation <notebooks/252-fastcomposer-image-generation-with-output.html>`__ | Image generation with FastComposer and OpenVINO™. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `253-zeroscope-text2video <notebooks/253-zeroscope-text2video-with-output.html>`__ | Text-to video synthesis with ZeroScope and OpenVINO™. | A panda eating bamboo on a rock. |br| |n253-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `254-llm-chatbot <notebooks/254-llm-chatbot-with-output.html>`__ | Create LLM-powered Chatbot using OpenVINO. | |n254-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `255-mms-massively-multilingual-speech <notebooks/255-mms-massively-multilingual-speech-with-output.html>`__ | MMS: Scaling Speech Technology to 1000+ languages with OpenVINO™. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `256-bark-text-to-audio <notebooks/256-bark-text-to-audio-with-output.html>`__ | Text-to-Speech generation with BARK and OpenVINO. | |n256-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `257-llava-multimodal-chatbot <notebooks/257-llava-multimodal-chatbot-with-output.html>`__ | Visual-language assistant with LLaVA and OpenVINO. | |n257-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `258-blip-diffusion-subject-generation <notebooks/258-blip-diffusion-subject-generation-with-output.html>`__ | Subject-driven image generation and editing using BLIP Diffusion and OpenVINO. | |n258-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `259-decidiffusion-image-generation <notebooks/259-decidiffusion-image-generation-with-output.html>`__ | Image Generation with DeciDiffusion. | |n259-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `260-pix2struct-docvqa <notebooks/260-pix2struct-docvqa-with-output.html>`__ |br| |c260| | Document Visual Question Answering Using Pix2Struct and OpenVINO. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `261-fast-segment-anything <notebooks/261-fast-segment-anything-with-output.html>`__ |br| |n261| |br| |c261| | Object segmentations with FastSAM and OpenVINO™. | |n261-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `262-softvc-voice-conversion <notebooks/262-softvc-voice-conversion-with-output.html>`__ |br| |c262| | Text-to video synthesis with ZeroScope and OpenVINO™. | |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
| `263-latent-consistency-models-image-generation <notebooks/263-latent-consistency-models-image-generation-with-output.html>`__ | Image generation with Latent Consistency Model and OpenVINO. ||n263-img1| |
|
||||
+----------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------+
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
Model Training
|
||||
@@ -308,44 +407,6 @@ Live inference demos that run on a webcam or video files.
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
|
||||
|
||||
Recommended Tutorials
|
||||
######################
|
||||
|
||||
The following tutorials are guaranteed to provide a great experience with inference in OpenVINO:
|
||||
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| Notebook | | Preview |
|
||||
+===============================================================================================================================+============================================================================================================================================+===========================================+
|
||||
| `YOLOv8 - Optimization <notebooks/230-yolov8-optimization-with-output.html>`__ |br| |c230| | Optimize YOLOv8, using NNCF PTQ API. | |n230-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `SAM - Segment Anything Model <notebooks/237-segment-anything-with-output.html>`__ | Prompt based object segmentation mask generation, using Segment Anything and OpenVINO™. | |n237-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `ControlNet - Stable-Diffusion <notebooks/235-controlnet-stable-diffusion-with-output.html>`__ | A text-to-image generation with ControlNet Conditioning and OpenVINO™. | |n235-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `Stable Diffusion v2 <notebooks/236-stable-diffusion-v2-infinite-zoom-with-output.html>`__ | Text-to-image generation and Infinite Zoom with Stable Diffusion v2 and OpenVINO™. | |n236-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `Whisper - Subtitles generation <notebooks/227-whisper-subtitles-generation-with-output.html>`__ |br| |c227| | Generate subtitles for video with OpenAI Whisper and OpenVINO. | |n227-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `CLIP - zero-shot-image-classification <notebooks/228-clip-zero-shot-convert-with-output.html>`__ | Perform Zero-shot image classification with CLIP and OpenVINO. | |n228-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `BLIP - Visual-language-processing <notebooks/233-blip-visual-language-processing-with-output.html>`__ | Visual question answering and image captioning using BLIP and OpenVINO™. | |n233-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `Instruct pix2pix - Image-editing <notebooks/231-instruct-pix2pix-image-editing-with-output.html>`__ | Image editing with InstructPix2Pix. | |n231-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `DeepFloyd IF - Text-to-Image generation <notebooks/238-deep-floyd-if-with-output.html>`__ | Text-to-image generation with DeepFloyd IF and OpenVINO™. | |n238-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `ImageBind <notebooks/239-image-bind-convert-with-output.html>`__ | Binding multimodal data, using ImageBind and OpenVINO™. | |n239-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `Dolly v2 <notebooks/240-dolly-2-instruction-following-with-output.html>`__ | Instruction following using Databricks Dolly 2.0 and OpenVINO™. | |n240-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `Stable Diffusion XL <notebooks/248-stable-diffusion-xl-with-output.html>`__ | Image generation with Stable Diffusion XL and OpenVINO™. | |n248-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `MusicGen <notebooks/250-music-generation-with-output.html>`__ |br| |n250| |br| |c250| | Controllable Music Generation with MusicGen and OpenVINO™. | |n250-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
| `Tiny SD <notebooks/251-tiny-sd-image-generation-with-output.html>`__ |br| |c251| | Image Generation with Tiny-SD and OpenVINO™. | |n251-img1| |
|
||||
+-------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------+
|
||||
|
||||
|
||||
.. note::
|
||||
If there are any issues while running the notebooks, refer to the **Troubleshooting** and **FAQ** sections in the :doc:`Installation Guide <notebooks_installation>` or start a GitHub
|
||||
`discussion <https://github.com/openvinotoolkit/openvino_notebooks/discussions>`__.
|
||||
@@ -495,6 +556,20 @@ Additional Resources
|
||||
:target: https://user-images.githubusercontent.com/29454499/260904650-274fc2f9-24d2-46a3-ac3d-d660ec3c9a19.png
|
||||
.. |n253-img1| image:: https://user-images.githubusercontent.com/76161256/261102399-500956d5-4aac-4710-a77c-4df34bcda3be.gif
|
||||
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|
||||
.. |n254-img1| image:: https://user-images.githubusercontent.com/29454499/255799218-611e7189-8979-4ef5-8a80-5a75e0136b50.png
|
||||
:target: https://user-images.githubusercontent.com/29454499/255799218-611e7189-8979-4ef5-8a80-5a75e0136b50.png
|
||||
.. |n256-img1| image:: https://user-images.githubusercontent.com/29454499/269278630-9a770279-0045-480e-95f2-1a2f2d0a5115.png
|
||||
:target: https://user-images.githubusercontent.com/29454499/269278630-9a770279-0045-480e-95f2-1a2f2d0a5115.png
|
||||
.. |n257-img1| image:: https://raw.githubusercontent.com/haotian-liu/LLaVA/main/images/llava_logo.png
|
||||
:target: https://raw.githubusercontent.com/haotian-liu/LLaVA/main/images/llava_logo.png
|
||||
.. |n258-img1| image:: https://user-images.githubusercontent.com/76161256/275485611-0ecf621f-b544-44ae-8258-8a49be704989.png
|
||||
:target: https://user-images.githubusercontent.com/76161256/275485611-0ecf621f-b544-44ae-8258-8a49be704989.png
|
||||
.. |n259-img1| image:: https://user-images.githubusercontent.com/29454499/274927904-cd734349-9954-4656-ab96-08a903e846ef.png
|
||||
:target: https://user-images.githubusercontent.com/29454499/274927904-cd734349-9954-4656-ab96-08a903e846ef.png
|
||||
.. |n261-img1| image:: https://user-images.githubusercontent.com/26833433/248551984-d98f0f6d-7535-45d0-b380-2e1440b52ad7.jpg
|
||||
:target: https://user-images.githubusercontent.com/26833433/248551984-d98f0f6d-7535-45d0-b380-2e1440b52ad7.jpg
|
||||
.. |n263-img1| image:: https://user-images.githubusercontent.com/29454499/277367065-13a8f622-8ea7-4d12-b3f8-241d4499305e.png
|
||||
:target: https://user-images.githubusercontent.com/29454499/277367065-13a8f622-8ea7-4d12-b3f8-241d4499305e.png
|
||||
.. |n301-img1| image:: https://user-images.githubusercontent.com/15709723/127779607-8fa34947-1c35-4260-8d04-981c41a2a2cc.png
|
||||
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|
||||
.. |n401-img1| image:: https://user-images.githubusercontent.com/4547501/141471665-82b28c86-cf64-4bfe-98b3-c314658f2d96.gif
|
||||
@@ -570,11 +645,31 @@ Additional Resources
|
||||
.. |c120| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
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|
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|
||||
.. |n120a| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F120-tensorflow-object-detection-to-openvino%2F120-tensorflow-instance-segmentation-to-openvino.ipynb
|
||||
.. |c120a| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
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|
||||
.. |n121| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F121-convert-to-openvino%2F121-convert-to-openvino.ipynb
|
||||
.. |c121| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
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||||
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|
||||
.. |n123| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F123-detectron2-to-openvino%2F123-detectron2-to-openvino.ipynb
|
||||
.. |c123| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
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|
||||
.. |n124| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F124-hugging-face-hub%2F124-hugging-face-hub.ipynb
|
||||
.. |c124| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
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|
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|
||||
.. |n126| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F126-tensorflow-hub%2F126-tensorflow-hub.ipynb
|
||||
.. |c126| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
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|
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|
||||
.. |n209| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F209-handwritten-ocr%2F209-handwritten-ocr.ipynb
|
||||
.. |n201| image:: https://mybinder.org/badge_logo.svg
|
||||
@@ -636,14 +731,28 @@ Additional Resources
|
||||
.. |c223| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
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|
||||
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|
||||
.. |n224| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?labpath=notebooks%2F224-3D-segmentation-point-clouds%2F224-3D-segmentation-point-clouds.ipynb
|
||||
.. |c224| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
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|
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|
||||
.. |c225| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
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|
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||||
.. |c227| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
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|
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:target: https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/227-whisper-subtitles-generation/227-whisper-subtitles-generation.ipynb
|
||||
.. |n229| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?labpath=notebooks%2F229-distilbert-sequence-classification%2F229-distilbert-sequence-classification.ipynb
|
||||
.. |c230| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
.. |c230a| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
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||||
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|
||||
:target: https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/230-yolov8-optimization/230-yolov8-instance-segmentation.ipynb
|
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.. |c230b| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
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|
||||
.. |c230c| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
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|
||||
.. |c232| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
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|
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@@ -661,6 +770,16 @@ Additional Resources
|
||||
:target: https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/250-music-generation/250-music-generation.ipynb
|
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.. |c251| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
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:target: https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/251-tiny-sd-image-generation/251-tiny-sd-image-generation.ipynb
|
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.. |c260| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
:target: https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/260-pix2struct-docvqa/260-pix2struct-docvqa.ipynb
|
||||
.. |n261| image:: https://mybinder.org/badge_logo.svg
|
||||
:target: https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F261-fast-segment-anything%2F261-fast-segment-anything.ipynb
|
||||
.. |c261| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
:width: 109
|
||||
:target: https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/261-fast-segment-anything/261-fast-segment-anything.ipynb
|
||||
.. |c262| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
:width: 109
|
||||
:target: https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/262-softvc-voice-conversion/262-softvc-voice-conversion.ipynb
|
||||
.. |c305| image:: https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
|
||||
:width: 109
|
||||
:target: https://colab.research.google.com/github/openvinotoolkit/openvino_notebooks/blob/main/notebooks/305-tensorflow-quantization-aware-training/305-tensorflow-quantization-aware-training.ipynb
|
||||
|
||||
Reference in new issue
Block a user