Dataset Versions
v1
2024-06-18 11:00am
Generated on Jun 18, 2024
3360 Total Images
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Dataset Split
Train Set 88%
2940Images
Valid Set 8%
280Images
Test Set 4%
140Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 200x200
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels