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mnl12 / quadtreecnn

Fire detection for high resolution aerial images using CNNs and Quad-tree search
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How to select a different object other than fire for quadtree #1

Open shahaamirbader opened 2 years ago

shahaamirbader commented 2 years ago

I would like to use this network on an image, thats already been segemented. The image consists of various indoor objects. Is there a way to let the network know, which objects we want the quadtree to be applied on? For example if I have two objects with in a segmented image obtained from an instance segmentation network i.e. a chair and table, is there a way to achieve the following:

  1. Let the quadtree network know to look for chair and table with in the image
  2. Apply a coarse / high level quadtree on one object and a fine / low level quadtree on the other object?
mnl12 commented 2 years ago

If I understood your question correctly, you need an object detector, while the code is for segmentation. I think you can apply quad-tree approach for detection too, and sequentially look for objects in the image, with different precisions.