Dataset Versions
v3
2024-02-29 3:53pm
Generated on Feb 29, 2024
11267 Total Images
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Dataset Split
Train Set 88%
9861Images
Valid Set 6%
706Images
Test Set 6%
700Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 1.88% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 30% Maximum Zoom
Bounding Box: Noise: Up to 1.07% of pixels