Dataset Versions
v2
2024-02-24 8:41pm
Generated on Feb 24, 2024
21039 Total Images
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Dataset Split
Train Set 87%
18408Images
Valid Set 8%
1754Images
Test Set 4%
877Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px