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matterport / Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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Add a layer to FPN to post processing #738

Open Paulito-7 opened 6 years ago

Paulito-7 commented 6 years ago

Hello everyone,

I am currently trying to add a CRF to the output of the mask graph to improve segmentation task after I saw this implementation of the referring paper: [https://github.com/Gurupradeep/FCN-for-Semantic-Segmentation]() However, I am not sure about how to get the ouput masks, and if I can load trained weights once I add this layer. Does anyone have any idea about it?

Many thanks for this great project !

Edit : I tried non trained dense CRF but gets poor results, I am looking for the trainable version of it

kongjibai commented 5 years ago

@Paulito-7 Hi，did you add a CRF to the mask R-CNN? Recently, I also have the same idea, but I don't know how to do, so what about of you? Thanks!