Dataset Versions
v5
2024-10-29 10:29pm
Generated on Oct 29, 2024
5131 Total Images
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Dataset Split
Train Set 91%
4686Images
Valid Set 6%
321Images
Test Set 2%
124Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -16% and +16%
Brightness: Between -15% and +15%
Exposure: Between -11% and +11%
Blur: Up to 2.5px
Noise: Up to 1.6% of pixels