Dataset Versions
Versions
v1
2024-07-29 12:39am
Generated on Jul 29, 2024
8760 Total Images
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Dataset Split
Train Set 90%
7878Images
Valid Set 6%
553Images
Test Set 4%
329Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.49% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°