Dataset Versions
v2
2024-08-17 5:15pm
Generated on Aug 17, 2024
4817 Total Images
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Dataset Split
Train Set 97%
4668Images
Valid Set 2%
99Images
Test Set 1%
50Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Cutout: 4 boxes with 20% size each
Bounding Box: Blur: Up to 2.5px