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deepxkn's Projects

face2sketch icon face2sketch

This code is the MATLAB implementation of converting face to sketch and vice versa

face_recogintion_lightingprocess icon face_recogintion_lightingprocess

Based on Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions papers.(i) we present a simple and efficient preprocessing chain that eliminates most of the effects of changing illumination while still preserving the essential appearance details that are needed for recognition; (ii) we introduce Local Ternary Patterns (LTP), a generalization of the Local Binary Pattern (LBP) local texture descriptor that is more discriminant and less sensitive to noise in uniform regions; and (iii) we show that replacing local histogramming with a local distance transform based similarity metric further improves the performance of LBP/LTP based face recognition. I complete it with C++. There are three main contributions:(i) we present a simple and efficient preprocessing chain that eliminates most of the effects of changing illumination while still preserving the essential appearance details that are needed for recognition; (ii) we introduce Local Ternary Patterns (LTP), a generalization of the Local Binary Pattern (LBP) local texture descriptor that is more discriminant and less sensitive to noise in uniform regions; and (iii) we show that replacing local histogramming with a local distance transform based similarity metric further improves the performance of LBP/LTP based face recognition.

face_recognition icon face_recognition

使用webface人脸数据集以及DeepID网络,通过Caffe训练出模型参数,得到LFW二分类的人脸识别准确率。

facerecognition icon facerecognition

A complete solution for faceDetection,Facealignment,and faceRecogniton using MTCNN and Center Loss under the Caffe framework

faceswap icon faceswap

Real-time FaceSwap application built with OpenCV and dlib

facial-expression-recognition icon facial-expression-recognition

The main purpose of the project - recognition of emotions based on facial expressions. Cohn-Kanade data set (http://www.pitt.edu/~emotion/ck-spread.htm) is used for explorations and training

facialexpression icon facialexpression

This project focuses mainly on facial expression recognition, which has been widely used in varies of fields.

fear icon fear

FEAR - Facial Expression Analysis and Recognition

fer2013 icon fer2013

https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge/data

filemoving icon filemoving

to move files and create the folder in the first name of the filles

focalloss icon focalloss

Caffe implementation of FAIR paper "Focal Loss for Dense Object Detection" for SSD.

fusenet icon fusenet

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

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