Dataset Versions
Versions
v1
2023-03-19 3:51pm
Generated on Mar 19, 2023
134 Total Images
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Dataset Split
Train Set 87%
117Images
Valid Set 10%
13Images
Test Set 3%
4Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -23° and +23°
Grayscale: Apply to 32% of images
Cutout: 7 boxes with 7% size each
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Noise: Up to 8% of pixels