sg_detection Computer Vision Dataset
Versions
4044 Total Images
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Dataset Split
Train Set 76%
3084Images
Valid Set 17%
693Images
Test Set 7%
267Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 650x650
Random Sample: Include 100% train, 100% valid, 100% test
Augmentations
Outputs per training example: 2
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px