There are 2 repositories under emotion-classification topic.
The world's simplest facial recognition api for .NET on Windows, MacOS and Linux
This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.
A Survey and Experiments on Annotated Corpora for Emotion Classification in Text
Pytorch Implementation of GoEmotions 😍😢😱
An emotion classifier of text containing technical content from the SE domain
Indonesian twitter dataset for emotion classification task
Korean version of GoEmotions Dataset 😍😢😱
Emotionally responsive Virtual Metahuman CV with Real-Time User Facial Emotion Detection (Unreal Engine 5).
基于 RoBERTa-wwm-ext 模型的微博中文情绪识别
The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predict emotions from a video
[RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)
Real-time Emotion Recognition using Physiological signals in e-Learning Here one can find the development of realtime emotion recognition using various physiological signals
Single-label and multi-label classifiers to detect emotions in lyrics achieved 0.65 and 0.82 F1 scores respectively.
Final year project made on sentiment analysis of images and text present in image
Logistic regression, text emotion classifier web application (with Streamlit), from data preprocession to model productionizing and deployment on Streamlit share.
Project Babble Module for VRCFaceTracking v5. An open-source VR mouth tracking solution
Transfer learning for multi source EEG-emotion-classification
A Docker-Based Federated Learning Framework Design and Deployment for Multi-modal Data Stream Classification
A Flask and Deep Learning Project that recognizes the emotion/mood of the user via either a photo or voice or text given as input by the user. It also contains a chatbot!
It is the nlp task to classify empathetic dialogues datasets using RoBERTa, ERNIE-2.0 and XLNet with different preprocessing method. You can get some detailed introduction and experimental results in the link below.
Appraisal-based Emotion Classification in Text
DeepGenomotion is an android application that uses deep learning inspired augemented reality filters.
This is a simple Realtime Emotion Detector buid using #Keras and #OpenCV library. Kaggle Facial Expression dataset is used. The accuracy is around 59%.
The Emotion 300 Project: An Emotion Classification Messaging App w/ P300 Speller.
This project uses physiological signals from participants and a self report data annotation to classify emotions of participants using signals obtained from a wrist-worn smart device
Speech emotion recogniton by phoneme type convergence
Classify the emotion in real-time and play music according to the emotion
This is a project of "Neurotechnology and Affective Computing" course for the third year in university.
Successfully developed a fine-tuned BERT transformer model which can effectively perform emotion classification on any given piece of texts to identify a suitable human emotion based on semantic meaning of the text.
This is sundanese twitter dataset for emotion analysis purpose