face-emotion-recognition
soxan
| face-emotion-recognition | soxan | |
|---|---|---|
| 1 | 1 | |
| 581 | 218 | |
| - | - | |
| 5.8 | 10.0 | |
| 20 days ago | about 2 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
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face-emotion-recognition
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[Research] Emotion recognition using videos on mobile devices
Yes, the training code is available in the co-author's github repository: https://github.com/HSE-asavchenko/face-emotion-recognition/tree/main/src There's code for several models that we tried training using the proposed approach. The best one turned out to be the EfficientNet-B0 model.
soxan
What are some alternatives?
face-api.js - JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
fer - Facial Expression Recognition with a deep neural network as a PyPI package
human - Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition
whisper-youtube - 🔉 Youtube Videos Transcription with OpenAI's Whisper
w2v2-how-to - How to use our public wav2vec2 dimensional emotion model
Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network - Enhancing Speech Emotion Classification with CNNs: This project seeks to overcome the limitations of traditional approaches and improve the accuracy of emotion recognition. CNNs automatically extract features from speech signals, capturing complex patterns and nuances, leading to enhanced performance compared to traditional methods.
converse - Conversational text Analysis using various NLP techniques
malaya - Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/
Bangla-Spoken-Number-Recognition - recognizing spoken Bangla numbers using MFCCs and CNN.
Emotions-Classification - Tells You about the emotion/Sentimental Analysis of a Sentence
ast - Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".