GuangP's Stars
justjavac/free-programming-books-zh_CN
:books: 免费的计算机编程类中文书籍,欢迎投稿
zwq2018/AI_UAV
在人工智能、机器视觉、高精度导航定位和多传感器融合等技术的助推下,众多行业迎来了前所未有的发展机遇,人工智能+无人机(AI+UAV)正是一个具有无限想象力的应用方向。
wyc941012/Edge-Intelligence
随着移动云计算和边缘计算的快速发展,以及人工智能的广泛应用,产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中,但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速神经网络的计算,例如剪枝、量化、卷积核分解等。但是这些技术在实际应用非常复杂,并且可能导致模型精度的下降。在移动云计算或边缘计算中,任务卸载技术可以突破移动终端的资源限制,减轻移动设备的计算负载并提高任务处理效率。通过任务卸载技术优化深度神经网络成为边缘智能研究中的新方向。Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge这篇文章提出了协同推断的**,将深度神经网络进行分区,一部分层在移动端计算,而另一部分在云端计算。根据硬件平台、无线网络以及服务器负载等因素实现动态分区,降低时延以及能耗。本项目给出了边缘智能方面的相关论文,并且给出了一个Python语言实现的卷积神经网络协同推断实验平台。关键词:边缘智能(Edge Intelligence),计算卸载(Computing Offloading),CNN模型分区(CNN Partition),协同推断(Collaborative Inference),移动云计算(Mobile Cloud Computing)
hliangzhao/Mathematical-Model-Implementation
MATLAB code for classic mathematical modeling.
hliangzhao/Edge-Computing-Codes
Algorithm implementation for my Edge Computing-related papers.
shiqiangw/service-migration-mdp
Code for paper "Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process"
Fatemeh-MA/A-Dynamic-Programming-Offloading-Algorithm-for-Mobile-Cloud-Computing
A Dynamic Programming Offloading Algorithm for Mobile Cloud Computing
JoseCVieira/Thesis---Fog-and-Cloud-Computing-Optimization-in-Mobile-IoT-Environments
Fog and Cloud Computing Optimization in Mobile IoT Environments
karankotz/Mobile-EdgeCompute
Mobile Edge Computing Hierarchical Model which has the mobile as the edge server and the cloud as the central server. The load balancing between the mobile devices acting as the edge servers is implemented.
revenol/AgeQueueing
A queueing simulator implemented on Python
magabdelaty/mcc-fast-rcnn
A Computational Offloading Framework for Object Detection in Mobile Devices
linkpark/MachineLearningExcise
Machine Learning in Action practice
linkpark/reinforcement-learning-code
Reinforcement learning algorithm implementation
zwq2018/TensorFlow-From-Zero-To-One
TensorFlow 最佳学习资源大全(含课程、书籍、博客、公开课等内容)
AntoninoAngi/MobileCloudComputing
CS-E4100 Mobile Cloud Computing - Aalto University - Helsinki, Finland
linkpark/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
zwq2018/DeepLearning-500-questions
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
alvesRenan/systematic-revision-data
revenol/CS506-Computational-Tools-for-Data-Science
Repository for CS 506 / ENG 500 as taught by Mark Crovella - BU Computer Science
zwq2018/awesome-reinforcement-learning-zh
中文整理的强化学习资料(Reinforcement Learning)
AlexKarlsen/cnn
AlexKarlsen/IoT-Technology-Course
AlexKarlsen/thesis-docs
gufe-hfding/Ref-federated-learning
linkpark/TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
RafaelMenesesRibeiro/Mobile-and-Ubiquitous-Computing
[University Project] - Photo sharing app with photos stored in user's private cloud storage and peer to peer sharing
ydangerous/AI_UAV
在人工智能、机器视觉、高精度导航定位和多传感器融合等技术的助推下,众多行业迎来了前所未有的发展机遇,人工智能+无人机(AI+UAV)正是一个具有无限想象力的应用方向。
zwq2018/deep-learning-papers-translation
深度学习论文翻译,包括分类论文,检测论文等
zwq2018/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
zwq2018/Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials