{"id":24517522,"url":"https://github.com/koushik-elite/image-segmentation","last_synced_at":"2026-05-07T12:31:27.848Z","repository":{"id":106770215,"uuid":"207151221","full_name":"koushik-elite/Image-Segmentation","owner":"koushik-elite","description":"Image Segmentation Sample using pytorch","archived":false,"fork":false,"pushed_at":"2019-09-16T11:33:23.000Z","size":2510,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-15T11:10:11.448Z","etag":null,"topics":["computer-vision","deep-learning","deep-neural-networks","image-recognition","image-segmentation","object-detection","python3","pytorch","rcnn"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Information\n### maskrcnn_benchmark and coco api dependencies\npip install ninja yacs cython matplotlib tqdm opencv-python\n\n### follow PyTorch installation in https://pytorch.org/get-started/locally/\n### we give the instructions for CUDA 9.0\npip install -c pytorch pytorch-nightly torchvision cudatoolkit=9.0\n\n\ngit clone https://github.com/cocodataset/cocoapi.git\ncd cocoapi/PythonAPI\npython setup.py build_ext install\ncd ../../\n\n### install apex\nrm -rf apex\ngit clone https://github.com/NVIDIA/apex.git\ncd apex\ngit pull\npython setup.py install --cuda_ext --cpp_ext\ncd ../\n\n### install PyTorch Detection\ngit clone https://github.com/facebookresearch/maskrcnn-benchmark.git\ncd maskrcnn-benchmark\n\n### the following will install the lib with\n### symbolic links, so that you can modify\n### the files if you want and won't need to\n### re-build it\npython setup.py build develop\n\nReference\n\nhttps://github.com/facebookresearch/maskrcnn-benchmark\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoushik-elite%2Fimage-segmentation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkoushik-elite%2Fimage-segmentation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoushik-elite%2Fimage-segmentation/lists"}