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mrcnn_ros

This repo is part of kPAM that provides ros service for instance segmentation using maskrcnn-benchmark.

Run Instruction

  • Install maskrcnn-benchmark, download the pre-trained weight here
  • Clone this repo into your catkin workspace and run catkin_make to build the message types
  • Run the node by python nodes/mrcnn_segment_server.py. The config file is available here
  • Run python scripts/simple_mrcnn_client_test.py with the image in test_data to test the server

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  • Python 61.1%
  • CMake 38.9%