Dataset Versions
v3
2024-09-05 6:37pm
Generated on Sep 5, 2024
7421 Total Images
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Dataset Split
Train Set 94%
6993Images
Valid Set 4%
287Images
Test Set 2%
141Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%
Blur: Up to 1.3px
Noise: Up to 0.5% of pixels