Dataset Versions
Versions
v1
2024-07-26 5:55pm
Generated on Jul 26, 2024
3624 Total Images
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Dataset Split
Train Set 88%
3171Images
Valid Set 8%
302Images
Test Set 4%
151Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Exposure: Between -13% and +13%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 14% size each