https://github.com/jalajthanaki/facial_emotion_recognition_using_keras
I have used FER2013 dataset and try to build the Facial emotion recognition using Keras
https://github.com/jalajthanaki/facial_emotion_recognition_using_keras
convolutional-neural-networks facial-emotion-recognition keras-models
Last synced: 6 months ago
JSON representation
I have used FER2013 dataset and try to build the Facial emotion recognition using Keras
- Host: GitHub
- URL: https://github.com/jalajthanaki/facial_emotion_recognition_using_keras
- Owner: jalajthanaki
- Created: 2018-02-18T14:59:14.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-02-18T15:34:04.000Z (over 7 years ago)
- Last Synced: 2025-03-23T18:54:21.422Z (7 months ago)
- Topics: convolutional-neural-networks, facial-emotion-recognition, keras-models
- Language: Python
- Size: 31.6 MB
- Stars: 15
- Watchers: 1
- Forks: 16
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# facial_emotion_recognition
This repository contain facial expression using cnn, you can also use webcam as realtime facial expression detection.
## Dataset
for dataset I use FER 2013 from kaggle, you can download here
https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge
## Dependency
- Keras
- Tensorflow
- Opencv
## Pretrained model
For keras model you can download here
https://drive.google.com/file/d/0B6yZu81NrMhSV2ozYWZrenJXd1E/view?usp=sharing
and put in keras_model file
##How to use
1. For real time facial emotion recognition you can execute command: ```python realtime_facial_expression.py```
2. For detecting the facial expression in image you can execute the command ```
python image_test.py tes.jpg```
#### Image testing example
#### Demo Image example
## Credit
This code credit goes to [adamaulia](https://github.com/adamaulia). I've merely created a wrapper to get people started.