Dataset Versions
v5
2024-03-27 8:57pm
Generated on Mar 27, 2024
2200 Total Images
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Dataset Split
Train Set 87%
1923Images
Valid Set 9%
188Images
Test Set 4%
89Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-77% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -29° and +29°
Shear: ±26° Horizontal, ±32° Vertical
Hue: Between -86° and +86°
Brightness: Between -60% and +60%
Blur: Up to 2.5px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 12% of pixels