Dataset Versions
v4
2023-07-24 4:52pm
Generated on Jul 24, 2023
2759 Total Images
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Dataset Split
Train Set 88%
2415Images
Valid Set 8%
230Images
Test Set 4%
114Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Brightness: Between -28% and +28%
Blur: Up to 1.25px
Noise: Up to 5% of pixels
Cutout: 2 boxes with 10% size each