Dataset Versions
v3
2023-05-08 9:51pm
Generated on May 8, 2023
2846 Total Images
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Dataset Split
Train Set 87%
2466Images
Valid Set 13%
360Images
Test Set 1%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1% of pixels