Dataset Versions
v4
More validation data
Generated on Mar 29, 2024
10326 Total Images
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Dataset Split
Train Set 85%
8742Images
Valid Set 15%
1584Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%