Dataset Versions
v1
2023-03-22 12:58pm
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
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels