Dataset Versions
Versions
v1
2024-12-26 12:37am
Generated on Dec 26, 2024
6926 Total Images
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Dataset Split
Train Set 95%
6612Images
Valid Set 3%
209Images
Test Set 2%
105Images
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°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels