Classification-of-Body-Postures-and-Movements-UIT

• Class: CS313.K11.KHCL
• Lecturer: Ms. Nguyễn Thị Anh Thư

Group 4:

• Nguyễn Ôn Ngọc Bảo - @ngbao161199
• Trần Việt Hùng - @bittervirgin
• Nguyễn Tấn Phát - @Mercersi

Requirements packages for project:

• Flask==1.0.2
• numpy==1.16.4
• matplotlib==3.0.3
• pandas==0.24.2
• scikit_learn==0.21.3

Dataset we use:

• PUC-Rio Data Set
• Website: http://archive.ics.uci.edu/ml/datasets/Wearable+Computing%3A+Classification+of+Body+Postures+and+Movements+%28PUC-Rio%29

How to run web application of this project (created by Flask)

• Clone this git project, cd to project directory. Use this command python main-api.py
• Go to this link: http://127.0.0.1:5000/ or http://localhost:5000/

Progress of Flask app

• Build Home landing Page (home.html)
  • On home landing page have slide image
  • On home landing page have chossing box for us to choose algorihm and Submit button
  • With Submit button, we need it to redirrect to another page to show accuracy, MSE, cofusion_matrix,... of model in JSON format.

• Build About landing Page (about.html)
  • Showing basic information about this project, lecturer and team member.
  • Decorate this page

• Build Data Visualization landing Page (data.html)
  • Showing process of our team when process and modify the data (Generated directly from Jupyter Notebook).

• Build Test Algorithm (Manual) Page (algo.html)
  • A site for user input attribute manually and choose algorithms.
  • With Submit button, the site will return class result predicted by algorihms.

• Build Test Algorithm (Multiple) Page (algo_with_file.html)
  • Users given number of data will be used and choose algorithms.
  • With Submit button, the site will return accuracy in JSON format after training by algorihms.

• Build Contact landing Page (contact.html)
  • Create a form for anyone to fill to connect with our team member.