Dataset Versions
Versions
v1
2023-10-21 1:47pm
Generated on Oct 21, 2023
5633 Total Images
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Dataset Split
Train Set 96%
5385Images
Valid Set 3%
147Images
Test Set 2%
101Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±19° Horizontal, ±22° Vertical
Brightness: Between 0% and +45%
Exposure: Between -12% and +12%
Bounding Box: Flip: Horizontal