liminze / Real-time-Facial-Expression-Recognition-and-Fast-Face-Detection
Real-time facial expression recognition and fast face detection based on Keras CNN. Training and testing on both Fer2013 and CK+ facial expression data sets have achieved good results. The speed is 78 fps on NVIDIA 1080Ti. If only face detection is performed, the speed can reach 158 fps. Finally, an emotional monitoring system was developed base…
☆56Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Real-time-Facial-Expression-Recognition-and-Fast-Face-Detection
- facial emotion recognition with CNN and LSTM☆53Updated 3 years ago
- A Pytorch Implementation of FER( facial expression recognition )☆29Updated 4 years ago
- FERAtt: Facial Expression Recognition with Attention Net☆74Updated 4 years ago
- Facial expression recognition using Pytorch on FER2013 dataset and create simple app with streamlit☆39Updated 3 years ago
- Facial Expression Recognition Using Attentional Convolutional Network, Pytorch implementation☆252Updated 9 months ago
- Dual Stream Shallow AlexNets☆45Updated 5 years ago
- ☆64Updated 2 years ago
- Facial Expression Recognition (FER) based on VGG16☆18Updated 5 years ago
- Spontaneous Facial Micro Expression Recognition using 3D Spatio-Temporal Convolutional Neural Networks☆136Updated 4 years ago
- Facial Emotion Recognition on FER2013 Dataset Using a Convolutional Neural Network☆147Updated 3 years ago
- Facial Expression Recognition by Convolutional Neural Network(Keras), real time recognition with OpenCV, Final Project for Deep Learning …☆29Updated 5 years ago
- 😁[VCIP'19 Oral] Official PyTorch Implementation of Facial Motion Prior Networks for Facial Expression Recognition☆99Updated 4 years ago
- Detect driver drowsiness and gaze direction☆78Updated 5 years ago
- facial expression recognition with Pytorch☆76Updated 6 years ago
- The supporting code used for the baseline temporal method on the UTA-RLDD dataset☆71Updated 3 years ago
- ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos☆337Updated last year
- Experimentation of deep learning on the subjects of micro-expression spotting and recognition.☆267Updated 3 years ago
- FER using CNN☆37Updated 6 years ago
- Code for MEGC2019 Micro Expression Recognition☆69Updated 5 years ago
- MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images☆139Updated 3 years ago
- Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challen…☆103Updated 4 years ago
- Lightweight Facial Expression(emotion) Recognition model☆59Updated 5 years ago
- Automatic Recognition of Student Engagement using Deep Learning and Facial Expression☆66Updated 3 years ago
- drowsiness detection☆138Updated 5 years ago
- Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognit…☆124Updated 2 years ago
- The project uses state of the art deep learning on collected data for automatic analysis of emotions.☆33Updated 6 years ago
- Champion of engagement intensity prediction task in Emotion in the wild Challenge 2018.☆25Updated 2 years ago
- emotion classification using fer2013 datasets with a Tensorflow CNN model.☆20Updated 2 years ago
- Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset☆166Updated 6 years ago
- Deep Attentive Center Loss☆62Updated 3 years ago