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https://github.com/blakeblackshear/frigate.git
synced 2024-11-21 16:38:24 -06:00
Misc bugfixes and improvements (#14460)
* only save a fixed number of thumbnails if genai is enabled * disable cpu_mem_arena to save on memory until its actually needed * fix search settings pane so it actually saves to the config
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@ -31,6 +31,8 @@ from .embeddings import Embeddings
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logger = logging.getLogger(__name__)
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MAX_THUMBNAILS = 10
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class EmbeddingMaintainer(threading.Thread):
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"""Handle embedding queue and post event updates."""
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@ -117,6 +119,15 @@ class EmbeddingMaintainer(threading.Thread):
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return
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camera_config = self.config.cameras[camera]
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# no need to save our own thumbnails if genai is not enabled
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# or if the object has become stationary
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if (
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not camera_config.genai.enabled
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or self.genai_client is None
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or data["stationary"]
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):
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return
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if data["id"] not in self.tracked_events:
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self.tracked_events[data["id"]] = []
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@ -127,7 +138,14 @@ class EmbeddingMaintainer(threading.Thread):
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if yuv_frame is not None:
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data["thumbnail"] = self._create_thumbnail(yuv_frame, data["box"])
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# Limit the number of thumbnails saved
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if len(self.tracked_events[data["id"]]) >= MAX_THUMBNAILS:
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# Always keep the first thumbnail for the event
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self.tracked_events[data["id"]].pop(1)
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self.tracked_events[data["id"]].append(data)
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self.frame_manager.close(frame_id)
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except FileNotFoundError:
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pass
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@ -85,8 +85,14 @@ class ONNXModelRunner:
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else:
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# Use ONNXRuntime
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self.type = "ort"
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options = ort.SessionOptions()
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if device == "CPU":
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options.enable_cpu_mem_arena = False
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self.ort = ort.InferenceSession(
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model_path, providers=providers, provider_options=options
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model_path,
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sess_options=options,
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providers=providers,
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provider_options=options,
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)
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def get_input_names(self) -> list[str]:
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@ -84,7 +84,10 @@ export default function SearchSettingsView({
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axios
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.put(
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`config/set?semantic_search.enabled=${searchSettings.enabled}&semantic_search.reindex=${searchSettings.reindex}&semantic_search.model_size=${searchSettings.model_size}`,
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`config/set?semantic_search.enabled=${searchSettings.enabled ? "True" : "False"}&semantic_search.reindex=${searchSettings.reindex ? "True" : "False"}&semantic_search.model_size=${searchSettings.model_size}`,
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{
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requires_restart: 0,
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},
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)
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.then((res) => {
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if (res.status === 200) {
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