Dataset Versions
v1
2022-10-11 2:59pm
Generated on Oct 11, 2022
62 Total Images
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Dataset Split
Train Set 73%
45Images
Valid Set 10%
6Images
Test Set 18%
11Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Saturation: Between -73% and +73%
Brightness: Between -40% and +40%
Exposure: Between -40% and +40%
Blur: Up to 3.5px