lens_circle_seg Computer Vision Model
298 Total Images
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Dataset Split
Train Set 88%
261Images
Valid Set 8%
25Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x800
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -45° and +45°
Brightness: Between -50% and +50%
Blur: Up to 1.5px
Noise: Up to 1% of pixels