BoxCount_FrontAndTop Computer Vision Model

byCountTask:
Instance Segmentation
License:CC BY 4.01.65k views63 downloads
Dataset Version
v34

v33 and mag

Generated on Sep 23, 2024

Dataset Split

Train Set 94%
4473Images
Valid Set 4%
199Images
Test Set 2%
84Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x1280
Modify Classes: 0 remapped, 6 dropped
Filter by Tag: 0 required, 2 dropped

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -30% and +30%
Blur: Up to 1px

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