Mask RCNN in TensorFlow

[angelocarbone]

Mask R-CNN in TensorFlow.

This repo attempts to reproduce this amazing work by Kaiming He et al. :

https://arxiv.org/abs/1703.06870

https://github.com/CharlesShang/FastMaskRCNN

[angelocarbone]

@mslavescu said: I'll try to integrate this in Colaboratory

[ppirrip]

Mask R-CNN based OSSDC-VisionBasedACC demo in Google Colaboratory is now available here.
This is based on the mask r-cnn from here: https://github.com/matterport/Mask_RCNN
The performance of the Mask R-CNN implementation on 720p video is about 2s/frame.
The pending issue is with a mis-placed/mis-detected dog in one of the frame (see this slack discussion for details.)