Dataset Versions
v3
2024-01-09 7:36pm
Generated on Jan 9, 2024
3248 Total Images
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Dataset Split
Train Set 88%
2847Images
Valid Set 9%
282Images
Test Set 4%
119Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels