Dataset Versions

v7

2023-06-11 3:34pm

Generated on Jun 11, 2023

Dataset Split

Train Set 85%
1472Images
Valid Set 9%
163Images
Test Set 6%
101Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 320x320
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 2
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%

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