Patrick James Bertulfo General Pathology Laboratory AI Project

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Nodular Basal Cell Carcinoma AI Detection

Instance Segmentation

Nodular Basal Cell Carcinoma AI Detection Image Dataset

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Versions
2024-05-14 7:54pm
v2
May 14, 2024
2024-05-14 5:01pm
v1
May 14, 2024
v2

2024-05-14 7:54pm

Generated on May 14, 2024
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70 Total Images

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Dataset Split

Train Set 86%
60Images
Valid Set 10%
7Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels