dotnet / dotnet/machinelearning
Resizing Images and Boxes for Vision Scenarios
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area-Vision
- Dominant language
- C#
- Stars
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- Avg merge
- 2d 20h
- Merged PRs (30d)
- 11
Description
Repro:
- Train OD Model with large images ( 4000 x 3000 )
Result:
- Stalls at Epoch 0 and uses 100% of CPU
Expected Result:
- It works :)
Workaround:
- Resize Images
- https://github.com/JakeRadMSFT/Scratch/blob/main/ObjectDetective/ObjectDetective/ObjectDetectionVOTT.training.cs#L183
- Resize Boxes
- https://github.com/JakeRadMSFT/Scratch/blob/6981d4701de25f002fe87bf9ed95083e3a2ebc44/ObjectDetective/ObjectDetective/ObjectDetectionVOTT.training.cs#L94
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