Dataset Versions
v2
2023-10-27 11:31am
Generated on Oct 27, 2023
1522 Total Images
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Dataset Split
Train Set 88%
1332Images
Valid Set 8%
127Images
Test Set 4%
63Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -20% and +20%
Brightness: Between -19% and +19%
Blur: Up to 1px
Noise: Up to 3% of pixels