Dataset Versions
v1
2023-12-11 5:31pm
Generated on Dec 11, 2023
116 Total Images
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Dataset Split
Train Set 88%
102Images
Valid Set 8%
9Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Static Crop: 15-92% Horizontal Region, 9-83% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 27% of images