Emotion-recognition-and-prediction
A real time system to detect human emotions from image and predict its reaction. This is a pre-trained model with an accuracy of 68.7% over FER 2013 dataset. this project was completed as a part of my final year project for B.E. in information technology from pune university.
Python 3
OpenCV
pip install tensorflow numpy scipy h5py
Download the trained model from the links given in source/trained-model.txt
python em_model.py
python em_model.py.
-> A prompt will be given to the user to enter the duration for how
long the application is supposed to run.
-> The appplication will run for the given time and display real time
feedback of the subject's emotions on the screen.
-> As well as the application will also give a well defined graphical
representation of the subjects emotions through the
period he/she was monitored.