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lfliu's Projects

3ddfa icon 3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3dfr icon 3dfr

A pipeline for 3D face recognition(FR), including data preprocessing, feature extraction and face recognition. Suit for consumer RGB-D cameras, for example, Kinect V2.

alphatree-graphic-deep-neural-network icon alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

aria icon aria

Retinal vessel analysis software for MATLAB

augmentor icon augmentor

Image augmentation library in Python for machine learning.

awesome-c-cn icon awesome-c-cn

C 资源大全中文版,包括了:构建系统、编译器、数据库、加密、初中高的教程/指南、书籍、库等。

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

backgroundsplit-opencv icon backgroundsplit-opencv

This repository is the C++ Source Code of several algorithms of Extracting Background, which are based on OpenCV libraries after I learn about the theory of these algorithms(including Frame-Difference, Gauss-Background-Difference, ViBe algorithms).

bopro icon bopro

Code from my PhD in the Decision Neuroscience Lab

cam icon cam

Class Activation Mapping

car icon car

Content adaptive resampler for image downscaling

channel-pruning icon channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

cimg icon cimg

The CImg Library is a small, open-source, and modern C++ toolkit for image processing

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