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Mask-RCNN

Implementation of Mask-RCNN in Caffe based on https://arxiv.org/pdf/1703.06870.pdf

This is a adaptation of Faster-RCNN : https://github.com/ShaoqingRen/faster_rcnn
DONE

  • Adapted to MS COCO dataset
  • Adapted to Resnet50
  • Added Mask Branch for Mask RCNN
  • Added ROIALign Layer

TO DO

  • Train models

UPDATE Unfortunately, I do not have the time to complete the code for this project. However, the authors have released a complete implementation of Mask-RCNN here: https://github.com/facebookresearch/maskrcnn-benchmark/tree/master/maskrcnn_benchmark.

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Implementation of Mask-RCNN in Caffe https://arxiv.org/pdf/1703.06870.pdf

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  • MATLAB 93.1%
  • C++ 4.0%
  • Cuda 2.9%