Dataset Versions
v8
2024-09-17 10:29am
Generated on Sep 17, 2024
10215 Total Images
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Dataset Split
Train Set 88%
9036Images
Valid Set 12%
1179Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -10° and +10°
Saturation: Between -15% and +15%
Brightness: Between -24% and +24%
Exposure: Between -4% and +4%
Blur: Up to 1.8px
Noise: Up to 0.82% of pixels