Dataset Versions
v5
2024-09-09 9:19am
Generated on Sep 9, 2024
10272 Total Images
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Dataset Split
Train Set 80%
8198Images
Valid Set 19%
1945Images
Test Set 1%
129Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -24% and +24%
Noise: Up to 1.96% of pixels