Dataset Versions
Versions
v1
2023-09-19 12:01pm
Generated on Sep 19, 2023
3324 Total Images
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Dataset Split
Train Set 88%
2910Images
Valid Set 6%
207Images
Test Set 6%
207Images
Preprocessing
Auto-Orient: Applied
Static Crop: 20-80% Horizontal Region, 65-100% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%