Dataset Versions
v5
2023-07-30 11:10am
Generated on Jul 30, 2023
7159 Total Images
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Dataset Split
Train Set 95%
6777Images
Valid Set 4%
273Images
Test Set 2%
109Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -20% and +20%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 4% of pixels