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Multi animal COM #140

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histun opened this issue Feb 17, 2023 · 2 comments
Closed

Multi animal COM #140

histun opened this issue Feb 17, 2023 · 2 comments

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@histun
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histun commented Feb 17, 2023 •
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Hi

I was able to get a single mouse COM/DANNCE tracking fine, but having a difficulty with two instances. Initially, I thought maybe because two mice look similar (only one has an implant), so I tested a mouse with a food object (shown below). Often, predicted results will give 2 COMS overlaid or/and in between. (two nearby frames)
capture
capture1

Below is from the train_results/debug_im_out_valid. I see separate images with 1 COM (correct position) only. Is this expected?
capture3

I'm finetuning the weights.rat.COM.hdf5 just like I did for single animal COM training. Only thing I changed in the config was adding n_instance: 2. I'm wondering if I'm missing anything.
@histun
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histun commented Mar 6, 2023

Training with more labels from scratch helped solve the issue. Thanks!

@data-hound
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data-hound commented Mar 14, 2023 •
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Closing this since it is not an issue anymore. Please reopen if you need help.

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@histun @data-hound