Colin J. Burke

Add deblending metric and performance plots

1

The AP score is not a probably not the most sensitive metric for testing deblending. Should try others, for example the purity metric using a ratio of weighted sums: rho_i...

See https://github.com/facebookresearch/detectron2/tree/master/projects/TensorMask We may want to start a new repo for this to interface with detectron2.

Currently the masks are roughly defined using a threshold enclosing pixel values normalized to the maximum value of the source. Then, some smoothing is done to the mask. We should...

Requires generalizing `load_image_disk` at the very least. May need to generalize Mask R-CNN code to handle > 3 image channels.

Thanks for developing this package. I would suggest a feature in the reproject methods to keep the original pixel scale after the projection (similar to the lock frame to WCS...