kalyangopu/face-to-emoji

Face to Emoji python program recognises the facial emotion of the person in front of webcam and accordingly prints the respective emoji for that emotion in terminal.

Face to Emoji

The project was a Computer Vision project for real time emotion recognition and converting emotion to emoticon.

The team members were:

1. Ajinkya Bedekar

2. Dhruva Agarwal

The repository contains the following:

1. Source code of the project

2. Project report

3. Some screenshots of the output

The NN part of this repo is the same as the one here:

https://github.com/reach2ashish/emote

Download the trained model from the links given in source/trained-model.txt and place them in the same folder

To run the training program, type the below command in terminal:

python3 nnModel.py

To run the program, type the following command:

python3 run.py

Proper explaination is given in the code as comments.

Sample output:

Some links to research papers:

https://arxiv.org/pdf/1710.07557.pdf

https://appliedmachinelearning.blog/2018/11/28/demonstration-of-facial-emotion-recognition-on-real-time-video-using-cnn-python-keras/

https://arxiv.org/pdf/1710.07557.pdf

https://arxiv.org/pdf/1710.07557.pdf

The links that are referred to in the blog:

https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge/data

https://github.com/abhijeet3922/FaceEmotion_ID/blob/master/csv_to_images.py

https://appliedmachinelearning.blog/2018/03/24/achieving-90-accuracy-in-object-recognition-task-on-cifar-10-dataset-with-keras-convolutional-neural-networks/

https://github.com/abhijeet3922/FaceEmotion_ID/blob/master/real_time_video.py

https://github.com/oarriaga/face_classification

https://github.com/omar178/Emotion-recognition

Some screenshots of the output: