Dataset Versions
v3
2023-11-12 6:18pm
Generated on Nov 12, 2023
14856 Total Images
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Dataset Split
Train Set 88%
13008Images
Valid Set 8%
1232Images
Test Set 4%
616Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 0.75px
Noise: Up to 1% of pixels