Dataset Versions
v2
2023-03-22 3:37pm
Generated on Mar 22, 2023
2464 Total Images
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Dataset Split
Train Set 96%
2355Images
Valid Set 4%
108Images
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