ziky90 / CSAI

Hack for the HackJunction2018

CSAI

Hack for the HackJunction2018

Technical description of all the components of the system

We have build a system that consist of one frontend application and 2 separate backend appliacations.

Frontend Application

https://github.com/Apollina/FAEMDE

Vue.js based fromntend application that enables and agregates:

• On the fly customer video face tracking and video analysis
• On the fly chat sentiment analysis
• Aggregation of all the algorithms to the dashboard and the leaderboard

Computer Vision related backend

https://github.com/ziky90/FAEMDE_python_backend

Python Flask server based aplication for:

• Face localization: Using Viola-Jones algoritm
• Facial Expression detection: Using the pretrained CNN model from the EmoPy library

NLP and database related backend

https://github.com/Ihsara/TEEMDE

Python Flask server and SQL databse based application that enables:

• Sending messages
• Perform messages sentiment analysis using the TextBlob NLP library.