Dataset Versions
v5
2024-07-06 6:44am
Generated on Jul 6, 2024
1823 Total Images
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Dataset Split
Train Set 88%
1596Images
Valid Set 9%
155Images
Test Set 4%
72Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 0.5px
Noise: Up to 0.7% of pixels