astro_rcnn
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burke86
Astro R-CNN: Instance Segmentation in Astronomical Images using Mask R-CNN Deep Learning
Hi all, Maybe it is a dumb question, but it is my first time playing with deep learning codes. To use this code, should I train the neural network on...
Hello! How to download weights? $ git lfs fetch . fetch: Fetching reference refs/heads/master batch response: This repository is over its data quota. Account responsible for LFS bandwidth should purchase...
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.
hello, I try to run this "https://nbviewer.org/github/burke86/astrodet/blob/main/demo_decam.ipynb ". . in this code while i run nsample = 3 # Number of example images to plot fig, axs = plt.subplots(1, nsample,...
I am trying to run this code on Linux but I am getting this error listed below, I suspect the Python version you have been using past 4 years is...
Dear burke, I am currently working with the project named astro_rcnn, and I have recently installed the dependencies listed in the provided requirements.txt file. However, I am encountering conflicts due...
Hi, there is no doubt that it's an excellent work for sky survey. However, I just found that the dataset link doesn't work. Could you kindly reissue the link? Actually,...
