Dataset Versions
v3
2024-09-02 4:44am
Generated on Sep 2, 2024
3345 Total Images
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Dataset Split
Train Set 88%
2937Images
Valid Set 8%
277Images
Test Set 4%
131Images
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%
Noise: Up to 0.1% of pixels