Dataset Versions
v5
2022-11-02 10:24am
Generated on Nov 2, 2022
4890 Total Images
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Dataset Split
Train Set 87%
4278Images
Valid Set 8%
407Images
Test Set 4%
205Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 128x128
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 3.5px
Noise: Up to 6% of pixels
Bounding Box: Noise: Up to 5% of pixels