Dataset Versions
v7
2024-05-10 9:52pm
Generated on May 10, 2024
1994 Total Images
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Dataset Split
Train Set 80%
1593Images
Valid Set 10%
199Images
Test Set 10%
202Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 570x440
Augmentations
Outputs per training example: 3
Grayscale: Apply to 11% of images
Hue: Between -25° and +25°
Saturation: Between -33% and +33%
Brightness: Between -24% and +24%
Exposure: Between -13% and +13%
Blur: Up to 2.2px
Noise: Up to 1.8% of pixels