5hyfilm-zz / skinfine

Web Application for analysing and classifying initial assessment of dermatitis. It's just as easy as taking a photo with your smartphone.

SkinFine

This website is a development based on experiments Skin Disease Classification Using Machine Learning developed using Flask, HTML, CSS, and JavaScript.

Usability

It can classify 4 types of skin diseases

Non-dangerous skin diseases These classes no need to consult a doctor.

• Atopic Dermatitis [ad]
• Normal [nm]

Dangerous skin diseases These classes need to consult a doctor.

• Psoriasis [ps]
• Seborrhoeic Keratosis [sk]

How to use

1. Clone or download this repository.
2. Change directory by type cd skinfine in terminal.
3. Create virtualenv by type python3 -m venv venv in terminal.
4. Activate virtualenv by type source venv/bin/activate in terminal.
5. Install all requirements by type pip3 install -r requirements.txt in terminal.
6. Run flask run in terminal.
7. Open localhost http://127.0.0.1:5000 in your browser.

Demo screenshot and video

Screenshot

Video