Wire Computer Vision Model
Versions
4820 Total Images
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Dataset Split
Train Set 88%
4218Images
Valid Set 8%
402Images
Test Set 4%
200Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -18% and +18%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels