Dataset Versions
v2
2024-10-26 5:28pm
Generated on Oct 26, 2024
16104 Total Images
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Dataset Split
Train Set 95%
15327Images
Valid Set 3%
480Images
Test Set 2%
297Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 1% of pixels