diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2046ed100..585a0aff2 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -136,6 +136,35 @@ jobs:
             tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt-jp5
             *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp5
             *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp5,mode=max
+  jetson_jp6_build:
+    runs-on: ubuntu-22.04
+    name: Jetson Jetpack 6
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - name: Set up QEMU and Buildx
+        id: setup
+        uses: ./.github/actions/setup
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Build and push TensorRT (Jetson, Jetpack 6)
+        env:
+          ARCH: arm64
+          BASE_IMAGE: nvcr.io/nvidia/tensorrt:24.08-py3-igpu
+          SLIM_BASE: nvcr.io/nvidia/tensorrt:24.08-py3-igpu
+          TRT_BASE: nvcr.io/nvidia/tensorrt:24.08-py3-igpu
+        uses: docker/bake-action@v6
+        with:
+          source: .
+          push: true
+          targets: tensorrt
+          files: docker/tensorrt/trt.hcl
+          set: |
+            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt-jp6
+            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp6
+            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp6,mode=max
   amd64_extra_builds:
     runs-on: ubuntu-22.04
     name: AMD64 Extra Build
diff --git a/docker/tensorrt/Dockerfile.arm64 b/docker/tensorrt/Dockerfile.arm64
index 2a71e0882..fe4ad6d09 100644
--- a/docker/tensorrt/Dockerfile.arm64
+++ b/docker/tensorrt/Dockerfile.arm64
@@ -61,6 +61,12 @@ RUN apt-get update \
 RUN rm -rf /usr/lib/btbn-ffmpeg/
 COPY --from=jetson-ffmpeg /rootfs /
 
+# ffmpeg runtime dependencies
+RUN apt-get -qq update \
+    && apt-get -qq install -y --no-install-recommends \
+    libx264-163 libx265-199 libegl1 \
+    && rm -rf /var/lib/apt/lists/*
+
 COPY --from=trt-wheels /etc/TENSORRT_VER /etc/TENSORRT_VER
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
     --mount=type=bind,from=trt-model-wheels,source=/trt-model-wheels,target=/deps/trt-model-wheels \
diff --git a/docker/tensorrt/Dockerfile.base b/docker/tensorrt/Dockerfile.base
index 9db087e21..5e136409a 100644
--- a/docker/tensorrt/Dockerfile.base
+++ b/docker/tensorrt/Dockerfile.base
@@ -14,6 +14,7 @@ RUN apt-get update \
     && apt-get install -y git build-essential cuda-nvcc-* cuda-nvtx-* libnvinfer-dev libnvinfer-plugin-dev libnvonnxparsers-dev \
     && rm -rf /var/lib/apt/lists/*
 RUN --mount=type=bind,source=docker/tensorrt/detector/tensorrt_libyolo.sh,target=/tensorrt_libyolo.sh \
+    --mount=type=bind,source=docker/tensorrt/detector/0001-fix-for-tensorrt-v10.3.0.patch,target=/0001-fix-for-tensorrt-v10.3.0.patch \
     /tensorrt_libyolo.sh
 
 # Frigate w/ TensorRT Support as separate image
diff --git a/docker/tensorrt/detector/0001-fix-for-tensorrt-v10.3.0.patch b/docker/tensorrt/detector/0001-fix-for-tensorrt-v10.3.0.patch
new file mode 100644
index 000000000..d6965431b
--- /dev/null
+++ b/docker/tensorrt/detector/0001-fix-for-tensorrt-v10.3.0.patch
@@ -0,0 +1,40 @@
+From 21eb9bbcd35fd9eed8b5365ed7b43853486fd8a0 Mon Sep 17 00:00:00 2001
+From: Lander Noterman <lander.noterman@basalte.be>
+Date: Thu, 13 Feb 2025 13:52:19 +0100
+Subject: [PATCH] fix for tensorrt v10.3.0
+
+---
+ plugins/Makefile         | 2 +-
+ yolo/onnx_to_tensorrt.py | 9 +++++----
+ 2 files changed, 6 insertions(+), 5 deletions(-)
+
+diff --git a/plugins/Makefile b/plugins/Makefile
+index 51af1cd..d7cea4c 100644
+--- a/plugins/Makefile
++++ b/plugins/Makefile
+@@ -21,7 +21,7 @@ TENSORRT_LIBS=-L"/usr/local/TensorRT-7.1.3.4/lib"
+
+ # INCS and LIBS
+ INCS=-I"/usr/local/cuda/include" $(TENSORRT_INCS) -I"/usr/local/include" -I"plugin"
+-LIBS=-L"/usr/local/cuda/lib64" $(TENSORRT_LIBS) -L"/usr/local/lib" -Wl,--start-group -lnvinfer -lnvparsers -lnvinfer_plugin -lcudnn -lcublas -lnvToolsExt -lcudart -lrt -ldl -lpthread -Wl,--end-group
++LIBS=-L"/usr/local/cuda/lib64" $(TENSORRT_LIBS) -L"/usr/local/lib" -Wl,--start-group -lnvinfer -lnvinfer_plugin -lcudnn -lcublas -lnvToolsExt -lcudart -lrt -ldl -lpthread -Wl,--end-group
+
+ .PHONY: all clean
+
+diff --git a/yolo/onnx_to_tensorrt.py b/yolo/onnx_to_tensorrt.py
+index 77862db..06d0759 100644
+--- a/yolo/onnx_to_tensorrt.py
++++ b/yolo/onnx_to_tensorrt.py
+@@ -194,7 +193,9 @@ def build_engine(model_name, do_int8, dla_core, verbose=False):
+             if dla_core >= 0:
+                 config.default_device_type = trt.DeviceType.DLA
+                 config.DLA_core = dla_core
+-                config.set_flag(trt.BuilderFlag.STRICT_TYPES)
++                config.set_flag(trt.BuilderFlag.PREFER_PRECISION_CONSTRAINTS)
++                config.set_flag(trt.BuilderFlag.DIRECT_IO)
++                config.set_flag(trt.BuilderFlag.REJECT_EMPTY_ALGORITHMS)
+                 print('Using DLA core %d.' % dla_core)
+             engine = builder.build_serialized_network(network, config)
+
+--
+2.48.1
diff --git a/docker/tensorrt/detector/rootfs/etc/s6-overlay/s6-rc.d/trt-model-prepare/run b/docker/tensorrt/detector/rootfs/etc/s6-overlay/s6-rc.d/trt-model-prepare/run
index a88da89d6..bc014cdf5 100755
--- a/docker/tensorrt/detector/rootfs/etc/s6-overlay/s6-rc.d/trt-model-prepare/run
+++ b/docker/tensorrt/detector/rootfs/etc/s6-overlay/s6-rc.d/trt-model-prepare/run
@@ -62,15 +62,14 @@ fi
 # container which should not be present in the image - if they are, TRT model generation will
 # fail or produce invalid models. Thus we must request the user to install them on the host in
 # order to run libyolo here.
-# On Jetpack 5.0, these libraries are not mounted by the runtime and are supplied by the image.
+# On Jetpack 5.0+, these libraries are not mounted by the runtime and are supplied by the image.
 if [[ "$(arch)" == "aarch64" ]]; then
-    if [[ ! -e /usr/lib/aarch64-linux-gnu/tegra ]]; then
+    if [[ ! -e /usr/lib/aarch64-linux-gnu/tegra && ! -e /usr/lib/aarch64-linux-gnu/tegra-egl ]]; then
         echo "ERROR: Container must be launched with nvidia runtime"
         exit 1
-    elif [[ ! -e /usr/lib/aarch64-linux-gnu/libnvinfer.so.8 ||
-            ! -e /usr/lib/aarch64-linux-gnu/libnvinfer_plugin.so.8 ||
-            ! -e /usr/lib/aarch64-linux-gnu/libnvparsers.so.8 ||
-            ! -e /usr/lib/aarch64-linux-gnu/libnvonnxparser.so.8 ]]; then
+    elif [[ ! -e /usr/lib/aarch64-linux-gnu/libnvinfer.so ||
+            ! -e /usr/lib/aarch64-linux-gnu/libnvinfer_plugin.so ||
+            ! -e /usr/lib/aarch64-linux-gnu/libnvonnxparser.so ]]; then
         echo "ERROR: Please run the following on the HOST:"
         echo "  sudo apt install libnvinfer8 libnvinfer-plugin8 libnvparsers8 libnvonnxparsers8 nvidia-container"
         exit 1
diff --git a/docker/tensorrt/detector/tensorrt_libyolo.sh b/docker/tensorrt/detector/tensorrt_libyolo.sh
index 96a3cc48a..0c2a3c950 100755
--- a/docker/tensorrt/detector/tensorrt_libyolo.sh
+++ b/docker/tensorrt/detector/tensorrt_libyolo.sh
@@ -7,8 +7,9 @@ SCRIPT_DIR="/usr/local/src/tensorrt_demos"
 # Clone tensorrt_demos repo
 git clone --depth 1 https://github.com/NateMeyer/tensorrt_demos.git -b conditional_download
 
-# remove -lnvparsers
-sed -i 's/-lnvparsers//g' ./tensorrt_demos/plugins/Makefile
+# Should probably upstream this patch or fork the repo
+# See: https://developer.nvidia.com/docs/drive/drive-os/6.0.8/public/drive-os-tensorrt/api-reference/docs/python/infer/Core/BuilderConfig.html#tensorrt.BuilderFlag
+git apply --directory tensorrt_demos /0001-fix-for-tensorrt-v10.3.0.patch
 
 # Build libyolo
 if [ ! -e /usr/local/cuda ]; then
diff --git a/docker/tensorrt/trt.mk b/docker/tensorrt/trt.mk
index 5e4e98cf6..ef7036228 100644
--- a/docker/tensorrt/trt.mk
+++ b/docker/tensorrt/trt.mk
@@ -35,6 +35,8 @@ build-trt:
 		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp4
 	$(JETPACK5_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
 		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp5
+	$(JETPACK6_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp6
 
 push-trt: build-trt
 	$(X86_DGPU_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
@@ -46,3 +48,6 @@ push-trt: build-trt
 	$(JETPACK5_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
 		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp5 \
 		--push
+	$(JETPACK6_ARGS) docker buildx bake --file=docker/tensorrt/trt.hcl tensorrt \
+		--set tensorrt.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-tensorrt-jp6 \
+		--push