Sardar Alam

Hassan khanSupervisor Dr. Usama Ijaz Bajwa

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.

INTRODUCTION

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.

SCOPE

The Application will be able to classify the following diseases:

•Acne Vulgaris•Scabies•Psoriasis•Eczma•Tinea Corprosis•Vitaligo

SCOPE

• 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

FUNCTIONAL REQUIREMENTS

•Software Quality Attributes•Safety and Security Requirements•Accuracy

NON-FUNCTIONAL REQUIREMENTS

•Skin Disease Classification(Structured)•Further Opinion (OO)

APPROACHES

FLOW CHART

Shivering

PREPROCESSING , ISOLATED ROI

FEATURE EXTRACTION

•Total Data : 664•Classification : ANN•Training : 70%•Testing : 15%•Validation : 15%

TESTING AND TRAINING

Thanks