Segment anything on crowns and then black out bad pixels in the bounding box.

weecology / DeepTreeAttention

Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction

MIT License

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Segment anything on crowns and then black out bad pixels in the bounding box. #167

Open bw4sz opened 1 year ago

bw4sz commented 1 year ago

At test time we can use segment anything but on deepforest box.

bw4sz commented 1 year ago

Can we also look at an 1) a three band representation, 2) HSI embedding pixel classier to assist the flow algorithm.

bw4sz commented 1 year ago

Since we are already creating bounding boxes, we could also try to create a mask RCNN type network that uses species aware masks. We could generate thousands of weak annotations. Both from the point data we have, as well as from predictions. I don't know if the LiDAR could be added as well.