Dataset Versions
v3
v3
Generated on Sep 19, 2024
2674 Total Images
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Dataset Split
Train Set 93%
2475Images
Valid Set 4%
101Images
Test Set 4%
98Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.45% of pixels