Dataset Versions
v4
2024-08-14 10:19am
Generated on Aug 14, 2024
6394 Total Images
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Dataset Split
Train Set 96%
6108Images
Valid Set 4%
237Images
Test Set 1%
49Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 320x320
Augmentations
Outputs per training example: 3
Grayscale: Apply to 6% of images
Hue: Between -10° and +10°
Brightness: Between -24% and +24%
Exposure: Between -14% and +14%
Blur: Up to 0.9px
Noise: Up to 0.26% of pixels