ferplus 开源项目推荐（13 个）

amirhossein-hkh /facial-expression-recognition

利用CNN和Haar级联的面部表情识别

MahmoudSabra1 /Facial-emotion-recognition

A facial emotion recognition program implemented in Python using TensorFlow, Keras and OpenCV and trained on the FER2013 dataset with FERPlus' labels.

PeiwenSun2000 /Region-Attention-Networks-for-Pose-and-Occlusion-Robust-Facial-Expression-Recognition

This is an reimplement of the work Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition. This code is based on the original author's code with the following changes. Thanks, Kai Wang.

clementreiffers /emotion-recognition-website-react

facial emotion recognition used in a website made with react

MeB4You /FER2013

Facial Emotion Recognition Project: A custom ResNet18 implementation using Keras with Random Erasing data augmentation on the FER2013 dataset with FER+ annotation.

Safayet-Khan /Real-Time-Facial-Expression-Recognition

This repository contains my solution to the Real-Time Facial Expression Recognition problem. It can distinguish between 8 types of human facial expressions.

SoroushSoleimani /Facial-Expression-Recognition

Comprehensive deep learning pipeline for real-time facial emotion detection using FERPlus dataset, CNN architectures, and interactive deployment interface.

gbaeke /emotion

Detect emotion with FER+

SridharSola /FER

Facial Expression Recognition using ResNet-18 in PyTorch. Trained and tested on RAFDB and FERPlus

mykasav /realtime-emotion-recognition

Real-time facial emotion recognition from a webcam: ResNet-18 fine-tuned on FER+ (85.2% test accuracy), YuNet face detection, PyTorch + OpenCV.

tegemenozyurek /emotionDetecter

🎭 Real-time facial emotion recognition in the browser — CNNs trained from scratch on FER+ and RAF-DB (PyTorch → ONNX, WebGPU). 89.2% on the FER+ test set.

SridharSola /Contrastive-learning-FER

Occluded facial expression recognition using contrastive learning to improve performance on occluded images while retaining performance on non-occluded ones.

bhimlama /mask-cam-facial-emotion-recognition

Mask-CAM: self-supervised soft masking for interpretable facial emotion recognition. M.Sc. thesis, Tribhuvan University, 2026.