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Docker image including Intel librealse library with CUDA support and OpenCV with CUDA support

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attiladoor/jetson-nano-dev

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jetson-nano-dev

Docker build environment based on ubuntu 20.04 meant for computer vision / ML applications on Nvidia's jetson nano board, aside with an x86 (CPU only) test and run evirnonment for local testing.

Content

The following packages are installed:

  • CMake 3.23
  • OpenCV 4.7 with GPU support
  • Librealsense 2.53 with GPU support (from repo)
  • Cuda toolkit 10.2
  • TensorRT: 8.2
  • Tiny tensor: TensorRT wrapper
  • OnnxRuntime: 1.11 with TensorRT support

Pre-requisites

sudo apt-get install qemu binfmt-support qemu-user-static

Variants

  • jetson-nano-dev-arm-20-build: default build environment
  • jetson-nano-dev-x86-20-build: x86 test environment with only CPU support to test algorithms locally
  • jetson-nano-dev-x86-20-run: runtime env based on the build container

How to build

make build-all-20

Docker-hub

See the corresponding release tags

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Docker image including Intel librealse library with CUDA support and OpenCV with CUDA support

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