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Mask-RCNN Implementation in Python using OpenCV

This deep learning architecture is used for instance segmentation. Mask RCNN combines the two networks — Faster RCNN and FCN in one mega architecture.

Mask-RCNN paper

Running this repo

  • Requires OpenCV 3.4.3 or higher
  • Download this repo and run the following command
python3 mask_rcnn.py --image=img.jpg

This implementation has been done following the tutorial on learnopencv.com. Please note that this implementation is only for forward pass computation and no training can be done for a custom dataset.

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Implementation of MaskRCNN using OpenCV and cv.DNN

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