Dataset Versions
v1
2024-08-18 5:31am
Generated on Aug 18, 2024
12461 Total Images
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Dataset Split
Train Set 94%
11728Images
Valid Set 3%
367Images
Test Set 3%
366Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 4
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +0%
Noise: Up to 0.1% of pixels