Dataset Versions
v8
2024-01-22 1:15pm
Generated on Jan 22, 2024
21154 Total Images
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Dataset Split
Train Set 87%
18486Images
Valid Set 8%
1769Images
Test Set 4%
899Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 1.92% of pixels