Dataset Versions
v2
Preprocess
Generated on Dec 19, 2023
1359 Total Images
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Dataset Split
Train Set 89%
1208Images
Valid Set 8%
113Images
Test Set 3%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels