Needle Segmentantion Dataset

v3

2024-07-15 3:15pm

Generated on Jul 15, 2024

Dataset Split

Train Set 89%
984Images
Valid Set %
0Images
Test Set 11%
122Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -15% and +15%

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