Dataset Versions
v6
2024-11-13 1:37pm
Generated on Nov 13, 2024
3520 Total Images
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Dataset Split
Train Set 82%
2880Images
Valid Set 9%
320Images
Test Set 9%
320Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Bounding Box: Brightness: Between -17% and +17%
Bounding Box: Exposure: Between -10% and +10%