Dataset Versions
v4
V3 with aug
Generated on Mar 19, 2023
643 Total Images
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Dataset Split
Train Set 92%
591Images
Valid Set 7%
47Images
Test Set 1%
5Images
Preprocessing
Resize: Stretch to 1920x1080
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±5° Horizontal, ±5° Vertical
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 10px
Noise: Up to 5% of pixels