Python ML Web App for Behavior Tracking
Budget: ₹7,000 – ₹10,000 INR
I'm in need of a Python-based web application that utilizes machine learning. The app will capture a person's facial expressions through their camera or webcam, post-login on the dashboard. The system will track various behaviors, including confusion, happiness, or sadness.
Key Components:
- User Profiles: The application should have distinct profiles for students and teachers.
- Assessments: Students should be able to take tests within the app.
- Behavior Monitoring: The system should monitor and analyze student behaviors during assessments, including text and multimedia learning behaviors, online practice behaviors, and interactions such as downloading course materials or asking questions online.
The ultimate goal is for the system to generate comprehensive profiles for each student based on these observations.
Ideal Skills and Experience:
- Proficiency in Python and web development.
- Strong knowledge in Machine Learning.
- Experience in building interactive, user-based applications.
- Understanding of behavior tracking systems.
- Familiarity with creating detailed user profiles based on observed data.
Key Components:
- User Profiles: The application should have distinct profiles for students and teachers.
- Assessments: Students should be able to take tests within the app.
- Behavior Monitoring: The system should monitor and analyze student behaviors during assessments, including text and multimedia learning behaviors, online practice behaviors, and interactions such as downloading course materials or asking questions online.
The ultimate goal is for the system to generate comprehensive profiles for each student based on these observations.
Ideal Skills and Experience:
- Proficiency in Python and web development.
- Strong knowledge in Machine Learning.
- Experience in building interactive, user-based applications.
- Understanding of behavior tracking systems.
- Familiarity with creating detailed user profiles based on observed data.