Dataset Versions
Versions
v1
2024-08-21 6:11am
Generated on Aug 21, 2024
1029 Total Images
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Dataset Split
Train Set 87%
900Images
Valid Set 8%
87Images
Test Set 4%
42Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels