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GPU-Accelerated, dmabuf-based libcamera JNI

This repository provides GPU accelerated frame capture and preprocessing for Raspberry Pi platforms using libcamera and OpenGL. Currently, shaders exist for GPU-accelerated binary HSV thresholding and greyscaling, though others (such as adaptive threshold, like needed for apriltags) will be supported. This code is exposed via JNI for use in PhotonVision.

Building

We use CMake for our builds. The build should output both a shared library, libphotonlibcamera.so, and a executable for testing. Start by installing dependencies and cloning the repo:

sudo apt-get update
sudo apt-get install -y default-jdk libopencv-dev libegl1-mesa-dev libcamera-dev cmake build-essential libdrm-dev libgbm-dev openjdk-11-jdk

git clone https://github.com/PhotonVision/photon-libcamera-gl-driver.git

Build with the following cmake commands:

cd photon-libcamera-gl-driver
mkdir cmake_build
cmake -B cmake_build -S .
cmake --build cmake_build
./gradlew build publishtomavenlocal

Running eglinfo

Compile with g++ -std=c++17 -o eglinfo eglinfo.c headless_opengl.cpp -lEGL -lGLESv2 -lgbm, and then run with ./eglinfo

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Jetson mipi photovision driver

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  • C++ 79.9%
  • C 11.6%
  • Java 5.6%
  • CMake 2.9%