https://github.com/shivam1808/facial-expression-recognition
Facial expression recognition using keras model
https://github.com/shivam1808/facial-expression-recognition
facial facial-detection facial-emotion-recognition facial-expression-recognition facial-expressions facial-recognition keras-models keras-tensorflow
Last synced: 3 months ago
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Facial expression recognition using keras model
- Host: GitHub
- URL: https://github.com/shivam1808/facial-expression-recognition
- Owner: shivam1808
- Created: 2019-08-27T19:31:46.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2019-08-28T07:56:14.000Z (about 6 years ago)
- Last Synced: 2025-04-14T15:49:58.298Z (6 months ago)
- Topics: facial, facial-detection, facial-emotion-recognition, facial-expression-recognition, facial-expressions, facial-recognition, keras-models, keras-tensorflow
- Language: Python
- Homepage:
- Size: 417 KB
- Stars: 6
- Watchers: 3
- Forks: 1
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# Facial-Expression-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/open?id=1tvoXCMzDActfOW9ru3Yl4dN3Et1QWXVt and put in keras_model file
## How to use
For real time facial emotion recognition you can execute command: python realtime_facial_expression.py
For detecting the facial expression in image you can execute the command python image_test.py tes.jpg
## Image testing example
## Output:
IF YOU ENCOUNTER ANY BUGS OR FOR ANY SUGGESTIONS REGARDING THE IMPROVEMENT OF THE FACIAL EXPRESSION RECOGNITION MODEL FEEL FREE TO CONTACT ME:
Shivam Gupta: shivamguptasg1808@gmail.com