Dataset Versions
v1
2024-05-21 9:00pm
Generated on May 21, 2024
625 Total Images
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Dataset Split
Train Set 76%
474Images
Valid Set 15%
91Images
Test Set 10%
60Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°