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Eczema Disease Classification Using EfficientNet Architecture

Classification

Dataset Versions

Try Pre-Trained Model
Versions
2023-06-05 5:22pm
v5
·
a year ago
2023-06-05 4:48pm
v4
·
a year ago
demo 2
v3
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a year ago
demo 1
v1
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a year ago
v1

demo 1

Generated on Jun 4, 2023
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Dataset Split

Train Set 87%
1068Images
Valid Set 8%
102Images
Test Set 4%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical

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