Dataset Versions
v2
2023-05-27 12:20am
Generated on May 26, 2023
1492 Total Images
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Dataset Split
Train Set 89%
1329Images
Valid Set 11%
160Images
Test Set 0%
3Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each