Dataset Versions
Versions
v1
2024-08-20 12:48pm
Generated on Aug 20, 2024
3308 Total Images
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Dataset Split
Train Set 88%
2901Images
Valid Set 8%
272Images
Test Set 4%
135Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±14° Horizontal, ±13° Vertical
Brightness: Between -6% and +6%
Noise: Up to 0.58% of pixels