Emotion Recognition from Facial Images

Last update: Feb 9, 2022

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Overview

Reconhecimento de Emoções a partir de imagens faciais

Este projeto implementa um classificador simples que utiliza técncias de deep learning e transferência de aprendizado para distinguir a emoção do usuário em tempo real a partir de uma imagem fornecida pela câmera do computador.

Contato

Como executar?

Digite em seu terminal na pasta raiz do projeto: python3 main.py [argumento].
O parâmetro argumento pode ser: 'capture', 'train' ou 'analysis'.
Eles executam respectivamente: 
- captura e reconhecimento da imagem via webcam;
- treinamento da rede neural;
- análise dos dados utilizados para o treinamento.

Direitos Autorais:

Este projeto tem objetivo recreativo e nem o conjunto de dados utilizado nem o classificador cascade são de autoria própria.

Todos os direitos ficam reservados aos autores.

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Owner

Gabriel

Student at School of Arts, Science and Humanities | University of São Paulo (EACH-USP). I'm software developer intern and data science enthusiastic.

GitHub

Method for facial emotion recognition compitition of Xunfei and Datawhale .

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