Dataset Versions
v1
data-augment-v1-2024-09-07
Generated on Sep 7, 2024
1572 Total Images
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Dataset Split
Train Set 88%
1378Images
Valid Set 8%
130Images
Test Set 4%
64Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 0-90% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°