Skin Disease Classification

1. Sardar Alam
Hassan khan
Supervisor Dr. Usama Ijaz Bajwa

2. INTRODUCTION
The skin covers the whole body. An
important function of the skin is to protect
the body from infection. We need automated
computer application for skin disease
classification to be installed at the medical
facilities like rural health clinics for remote
areas where skin specialists are unavailable.

3. SCOPE
Our propose project will work in the
following way:
•Acquire Image.
•Classify disease.
•Upload Classified Image to Web App for further
opinion.
•Registered Skin Specialist in Web App who can entertain
such requests.

4. The Application will be able to classify the
following diseases:
•Acne Vulgaris
•Scabies
•Psoriasis
•Eczma
•Tinea Corprosis
•Vitaligo
SCOPE

5. FUNCTIONAL REQUIREMENTS
• Image Acquisition.
• Preprocessing steps:
• Color gradient generator on an image.
• Thresholding and Clustering on image.
• Cropping and isolating region of interest (ROI).
• Visual Feature Extraction
• System Training for skin disease classification
• Separate access of application for Admin, Medical Person
and Skin Specialist
• Interface for Medical person
• Interface for Skin specialist
• Diagnosis of skin disease
• Data retrieval and Data manipulation

6. NON-FUNCTIONAL
REQUIREMENTS
•Software Quality Attributes
•Safety and Security Requirements
•Accuracy

7. APPROACHES
•Skin Disease Classification(Structured)
•Further Opinion (OO)

8. FLOW CHART
Shivering

9. PREPROCESSING , ISOLATED ROI

10. FEATURE EXTRACTION

11. TESTING AND TRAINING
•Total Data : 664
•Classification : ANN
•Training : 70%
•Testing : 15%
•Validation : 15%

14. Thanks