Dataset Versions
v3
2023-03-24 1:14pm
Generated on Mar 24, 2023
2832 Total Images
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Dataset Split
Train Set 95%
2697Images
Valid Set 5%
134Images
Test Set 0%
1Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -7% and +7%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 1% of pixels
Bounding Box: Blur: Up to 4.5px
Bounding Box: Noise: Up to 1% of pixels