Dataset Versions
v3
2024-07-08 10:08pm
Generated on Jul 8, 2024
2537 Total Images
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Dataset Split
Train Set 88%
2220Images
Valid Set 8%
212Images
Test Set 4%
105Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Exposure: Between -14% and +14%
Noise: Up to 1.92% of pixels
Bounding Box: Blur: Up to 2.5px