search

chrispolo / Keypoints-of-humanpose-with-Mask-R-CNN

Use the Mask RCNN for the human pose estimation
261 stars 89 forks source link

Will this model support road segmentation? #8

Open intvo opened 5 years ago

intvo commented 5 years ago

I would like to train the model to get the road segmentation, is it possible on this code?

manueldiaz96 commented 5 years ago

I think maybe other network architecture would suit better road segmentation tasks. This Pytorch repository has some interesting code, I've worked with it and it is really intuitive. This is a Tensorflow repo for semantic segmentation but it seems like it is deprecated. Remember that MaskRCNN is an instance segmentation model, which means that it combines the object detection and semseg tasks to give a more accurate representation than traditional ways that only give bounding boxes, so it works for classes like people, cars, etc., but not for buildings and road.