Dataset Versions
v4
2024-10-10 2:07pm
Generated on Oct 10, 2024
3219 Total Images
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Dataset Split
Train Set 88%
2817Images
Valid Set 8%
268Images
Test Set 4%
134Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.1% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 1.5px
Bounding Box: Noise: Up to 0.1% of pixels