Dataset Versions
v3
2023-11-03 4:27am
Generated on Nov 2, 2023
958 Total Images
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Dataset Split
Train Set 93%
888Images
Valid Set 4%
35Images
Test Set 4%
35Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 6% Minimum Zoom, 25% Maximum Zoom
Saturation: Between -44% and +44%
Exposure: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 1% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down