Dataset Versions
v3
With_Augmentation
Generated on Dec 1, 2022
8216 Total Images
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Dataset Split
Train Set 88%
7191Images
Valid Set 8%
682Images
Test Set 4%
343Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 31 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°