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0 shot foreign object detection

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Installation

The code of this project needs to run on Linux or WSL and Anaconda to install the environment.

  1. Clone the repository
git clone https://github.com/brohoya/moAI
cd moAI
  1. Clone MegaPose6d, create megapose module and download pre-trained pose estimation models
git clone https://github.com/megapose6d/megapose6d.git
cd megapose6d && git submodule update --init
cd ..
  1. Setup the environment
conda init
bash setup.sh
conda activate moAI
  1. Download MegaPose6d pre-trained models:
python -m megapose.scripts.download --megapose_models
  1. Install the X/Qt/Mesa bits needed by OpenCV Qt and GLX (Ubuntu/Debian example):
sudo apt-get update
sudo apt-get install -y \
  libgl1-mesa-dri mesa-utils libglx-mesa0 libopengl0 libegl1 \
  libx11-6 libxext6 libxrender1 libxcb1 libxcb-xinerama0 libxcb-cursor0 \
  libxkbcommon0 libxkbcommon-x11-0 qtbase5-dev
  1. Set environment variables (optional) For convenience, the MegaPose data directory can be changed by setting the environment variable MEGAPOSE_DATA_DIR. Check out MegaPose6D repository for more details.

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