Demo project Dataset
Versions
v1
2023-09-19 1:49pm
Generated on Sep 19, 2023
144 Total Images
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Dataset Split
Train Set 88%
126Images
Valid Set 8%
12Images
Test Set 4%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Saturation: Between -25% and +25%
Blur: Up to 4.25px
Noise: Up to 5% of pixels
Cutout: 20 boxes with 16% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px