Dataset Versions
Versions
v1
2023-12-22 10:21pm
Generated on Dec 22, 2023
24782 Total Images
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Dataset Split
Train Set 91%
22497Images
Valid Set 5%
1211Images
Test Set 4%
1074Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each