Sperm Head-Neck-Tail Segment Computer Vision Model
1059 Total Images
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Dataset Split
Train Set 92%
975Images
Valid Set 4%
42Images
Test Set 4%
42Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 432x432
Augmentations
Outputs per training example: 5
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels