Dataset Versions
Versions
v1
2023-02-26 4:26pm
Generated on Feb 26, 2023
3746 Total Images
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Dataset Split
Train Set 92%
3444Images
Valid Set 5%
200Images
Test Set 3%
102Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Flip: Horizontal