Dataset Versions
Versions
v1
2023-10-27 9:22am
Generated on Oct 27, 2023
2260 Total Images
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Dataset Split
Train Set 87%
1977Images
Valid Set 8%
189Images
Test Set 4%
94Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -30% and +30%
Brightness: Between -40% and +40%
Blur: Up to 1.5px
Noise: Up to 5% of pixels