Dataset Versions
v5
2023-12-27 10:56pm
Generated on Dec 27, 2023
1010 Total Images
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Dataset Split
Train Set 88%
885Images
Valid Set 8%
83Images
Test Set 4%
42Images
Preprocessing
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Cutout: 5 boxes with 10% size each