Dataset Versions
v1
2024-08-21 8:58am
Generated on Aug 21, 2024
1112 Total Images
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Dataset Split
Train Set 83%
924Images
Valid Set 12%
138Images
Test Set 4%
50Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -60% and +60%
Exposure: Between -27% and +27%
Blur: Up to 1.4px
Noise: Up to 1.17% of pixels
Cutout: 10 boxes with 4% size each