Dataset Versions
v5
2023-05-14 3:55am
Generated on May 13, 2023
4575 Total Images
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Dataset Split
Train Set 88%
4029Images
Valid Set 7%
338Images
Test Set 5%
208Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 227x227
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each