Dataset Versions
v4
2024-10-25 9:02am
Generated on Oct 25, 2024
1825 Total Images
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Dataset Split
Train Set 86%
1572Images
Valid Set 10%
180Images
Test Set 4%
73Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 2
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