xmba15 / fcsc

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Ongoing project to segment sandwiches and other food at convenience store for robot manipulation

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Preparation

  • install requirements
  • run ./sh/preparation.sh to download models

How to

  • This package provides a service to get the instance masks of the sandwiches.

    • roslaunch fcsc run_fcsc_sandwich.launch
    • python scripts/fcsc_sandwich_client.py
  • When you run the program on jetson board, loading model weights and running client script for the first time will take a little time. But afterwards the client scripts will run faster. So the stategy might be: launch the service, run the client code with dummy data when starting up the robot.

  • Writing another service to get the pose of the object from point cloud with PCA

Sample Images

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Language:Jupyter Notebook 68.4%Language:Python 30.6%Language:C++ 0.5%Language:CMake 0.4%Language:Shell 0.1%