Dataset Versions
Versions
v1
2024-11-28 3:48pm
Generated on Nov 28, 2024
3102 Total Images
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Dataset Split
Train Set 93%
2880Images
Valid Set 5%
162Images
Test Set 2%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -8° and +8°
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.1px
Noise: Up to 0.1% of pixels