john smith

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Pneumonia

Classification

Pneumonia Image Dataset

Try Pre-Trained Model
Versions
2024-06-20 6:45am
v3
·
10 days ago
v3

2024-06-20 6:45am

Generated on Jun 20, 2024
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333 Total Images

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Dataset Split

Train Set 87%
291Images
Valid Set 8%
27Images
Test Set 5%
15Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
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