Dataset Versions
Versions
v3
2023-09-15 6:15pm
Generated on Sep 15, 2023
405 Total Images
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Dataset Split
Train Set 87%
354Images
Valid Set 8%
34Images
Test Set 4%
17Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 27% Minimum Zoom, 29% Maximum Zoom
Brightness: Between -32% and +32%
Exposure: Between -22% and +22%
Blur: Up to 1.5px
Noise: Up to 1% of pixels
Mosaic: Applied