/FastMaskRCNN

Mask RCNN in TensorFlow

Primary LanguagePythonApache License 2.0Apache-2.0

Fast Mask RCNN

Mask RCNN in TensorFlow

See you in one week

This repo attempts to reporduce this amazing work by Kaiming He. Mask RCNN.

Timeline

  • ROIAlign
  • COCO Data Provider
  • Resnet50
  • Feature Pyramid Network
  • Anchor and ROI layer
  • Mask layer
  • Speedup anchor layer with cython
  • Combining all modules together.
  • Testing and debugging (in progress)
  • Training / evaluation on COCO
  • Data queue
  • Data agument
  • Other backbone networks
  • Training >2 images

Call for contribution

  • Anything helps this repo, including discussion, testing, promotion and of course your awesome code.