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beautycamera icon beautycamera

美颜相机,具有人脸检测、磨皮美白人脸、滤镜、调节图片、摄像功能

beautygan icon beautygan

transfer the makeup style of a reference face image to a non-makeup face

beholder-gan icon beholder-gan

Generation and Beautification of Facial Images with Conditioning on Their Beauty Level

deepface icon deepface

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

facial-expression-recognition icon facial-expression-recognition

Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge

facial-expressions icon facial-expressions

I have used this fer library which describes facial expressions using pretrained HDF5 model which inturn is based on cnn. The FER contains the Keras model built with convolutional neural networks and weights saved in HDF5 model. Alternatively, there’s Peltarion API which could be used in the backend in place of Keras model. MTCNN stands for multi cascade convolutional network. It is an advanced technique for detecting faces. If mtcnn=False then by default OpenCV Haar Cascade Classifier is used. Lastly, the detect_emotions() function is called to classify the emotion into ‘happy’, ’sad’, ‘disgust’, ‘anger’, ‘fear’, ‘neutral’ with values for each.

fer icon fer

This repo explores different training techniques and model architectures for Facial Emotion/Expression Recognition.

mtcnn_tutorial icon mtcnn_tutorial

As a series of tutorials on the most popular deep learning algorithms for new-entry deep learning research engineers, MTCNN has been widely adopted in industry for human face detection task which is an essential step for subsquential face recognition and facial expression analysis. This tutorial is designed to explain how to implement the algorithm. In this tutorial, developers will learn how to build MTCNN model for face detection task.

p22_emotions icon p22_emotions

face detection, MTCNN, Custom CNN, facial expression recognition

pyvhr icon pyvhr

Python framework for Virtual Heart Rate

softnet-spotme icon softnet-spotme

Shallow Optical Flow Three-Stream CNN For Macro and Micro-Expression Spotting From Long Videos

tensorflow-facenet icon tensorflow-facenet

人脸识别算法,结合facenet网络结构和center loss作为损失,基于tensorflow框架,含训练和测试代码,支持从头训练和摄像头测试

tensorflow-svhn icon tensorflow-svhn

A tensorflow model trained using the svhn dataset to detect digit sequences in the real world.

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