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.