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feat(torch): add inference visualisation at test time #1518

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feat(torch): add inference visualisation at test time #1518

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@Bycob Bycob commented Mar 28, 2023 •
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This is a draft for visualization during training on the DeepDetect platform. This PR adds saving images with predictions at test time, for detection models only. Some points are left for discussion:

  • How do we select the images? For large test sets it's impractical to generate visuals for the whole test set. Suggestions:
    • always the same images from the beginning of the test set
    • random images
    • best / worst metrics (would require to change things in the supervisedoutputconnector)
    • a random subset in a fixed part of the test set
  • What confidence threshold should we use to filter boxes?
  • how we display class name / confidence...

image1

@Bycob Bycob requested review from beniz, pierrot-lc, fantes and pnsuau March 28, 2023 14:55
@Bycob Bycob force-pushed the stunning_visuals branch from bce6a9b to 9b77962 Compare March 28, 2023 15:01
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mergify bot commented Apr 6, 2023

This pull request is now in conflict :(

@mergify mergify bot added the conflict label Apr 6, 2023
@mergify mergify bot removed the conflict label May 15, 2023
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mergify bot commented May 15, 2023

This pull request is now in conflict :(

@mergify mergify bot added the conflict label May 15, 2023
@mergify mergify bot removed the conflict label Jun 30, 2023
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mergify bot commented Jun 30, 2023

This pull request is now in conflict :(

@mergify mergify bot added the conflict label Jun 30, 2023
@Bycob Bycob force-pushed the stunning_visuals branch from 9b77962 to 32f22f6 Compare August 7, 2023 16:13
@mergify mergify bot removed the conflict label Aug 7, 2023
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@beniz beniz Awaiting requested review from beniz

@pierrot-lc pierrot-lc Awaiting requested review from pierrot-lc

@fantes fantes Awaiting requested review from fantes

@pnsuau pnsuau Awaiting requested review from pnsuau

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