Dataset Versions
v2
2024-10-08 8:58pm
Generated on Oct 8, 2024
4183 Total Images
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Dataset Split
Train Set 94%
3930Images
Valid Set 4%
180Images
Test Set 2%
73Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 5
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