Mohamed Traore

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Chest X-Rays

Classification

Chest X-Rays Image Dataset

Try Pre-Trained Model
Versions
2022-08-16 10:39am
v4
Aug 16, 2022
augmented-resized640by640
v3
Dec 8, 2021
resized-640by640
v2
Dec 8, 2021
raw-images
v1
Dec 8, 2021
v3

augmented-resized640by640

Generated on Dec 8, 2021
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13977 Total Images

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Dataset Split

Train Set 88%
12230Images
Valid Set 8%
1165Images
Test Set 4%
582Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±3° Horizontal, ±2° Vertical
Saturation: Between -5% and +5%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%