Dataset Versions
v6
2023-06-10 11:33am
Generated on Jun 10, 2023
5169 Total Images
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Dataset Split
Train Set 95%
4921Images
Valid Set 3%
154Images
Test Set 2%
94Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Modify Classes: 3 remapped, 0 dropped
Augmentations
Outputs per training example: 7
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%