Dataset Versions
Versions
v1
2023-03-27 12:37pm
Generated on Mar 27, 2023
1053 Total Images
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Dataset Split
Train Set 87%
921Images
Valid Set 8%
88Images
Test Set 4%
44Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -17% and +17%
Exposure: Between -10% and +10%
Blur: Up to 4px
Noise: Up to 5% of pixels