Dataset Versions

v7

2024-08-21 2:29pm

Generated on Aug 21, 2024

Dataset Split

Train Set 95%
4488Images
Valid Set 4%
174Images
Test Set 1%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1024

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%

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