Dataset Versions
Versions
v1
2023-12-27 12:24am
Generated on Dec 26, 2023
3343 Total Images
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Dataset Split
Train Set 92%
3075Images
Valid Set 5%
179Images
Test Set 3%
89Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Rotation: Between -15° and +15°