Dataset Versions
v7
2024-05-30 4:02pm
Generated on May 30, 2024
1719 Total Images
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Dataset Split
Train Set 93%
1602Images
Valid Set 5%
79Images
Test Set 2%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 18% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -12% and +12%
Blur: Up to 2.2px
Noise: Up to 1.95% of pixels