Dataset Versions
Versions
v1
2022-07-11 2:14pm
Generated on Jul 11, 2022
893 Total Images
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Dataset Split
Train Set 86%
768Images
Valid Set 10%
90Images
Test Set 4%
35Images
Preprocessing
Isolate Objects: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 4% of pixels