malariaclassification Computer Vision Dataset
Versions
2939 Total Images
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Dataset Split
Train Set 94%
2775Images
Valid Set 4%
109Images
Test Set 2%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels