Dataset Versions
v2
2024-08-11 6:55am
Generated on Aug 11, 2024
662 Total Images
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Dataset Split
Train Set 87%
579Images
Valid Set 8%
56Images
Test Set 4%
27Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Grayscale: Apply to 15% of images
Exposure: Between -27% and +27%
Blur: Up to 1.8px
Noise: Up to 0.7% of pixels
Cutout: 9 boxes with 6% size each