Dataset Versions
v1
2023-08-29 11:34am
Generated on Aug 29, 2023
309 Total Images
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Dataset Split
Train Set 87%
270Images
Valid Set 8%
26Images
Test Set 4%
13Images
Preprocessing
Auto-Orient: Applied
Static Crop: 34-70% Horizontal Region, 33-69% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels