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eczema-disease-classification-using-efficientnet-architecture/3 (latest)
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Eczema Disease Classification Using EfficientNet Architecture
Classification
Overview
Images
510
Dataset
4
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-06-05 5:22pm
v5
·
2 years ago
2023-06-05 4:48pm
v4
·
2 years ago
demo 2
v3
·
2 years ago
demo 1
v1
·
2 years ago
v5
2023-06-05 5:22pm
Generated on Jun 5, 2023
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Dataset
1310
Total Images
View All Images
Dataset Split
Train Set
92%
1200
Images
Valid Set
5%
65
Images
Test Set
3%
45
Images
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
Grayscale:
Apply to 25% of images
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