Dataset Versions
v12
2024-08-05 12:31pm
Generated on Aug 5, 2024
4410 Total Images
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Dataset Split
Train Set 87%
3858Images
Valid Set 8%
368Images
Test Set 4%
184Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%