face-emotion-recognition
fer
| face-emotion-recognition | fer | |
|---|---|---|
| 1 | 3 | |
| 581 | 317 | |
| - | - | |
| 5.8 | 3.9 | |
| 20 days ago | about 2 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | MIT License |
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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.
fer
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500 Realistic Vision portraits, eyes aligned, sorted by happiness
I used this: https://github.com/justinshenk/fer
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FER lib accessible to a mere mortal?
I've tried a bunch of them, but I don't even know what's the most recent project in this space. The last one I've tried was this: https://github.com/justinshenk/fer
What are some alternatives?
face-api.js - JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
soxan - Wav2Vec for speech recognition, classification, and audio classification
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
emotion-classifier - An attention-based BiLSTM for emotion classification.
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.
handson-ml - ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
malaya - Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/
TensorFlow-Examples - TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Emotions-Classification - Tells You about the emotion/Sentimental Analysis of a Sentence
BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.