acs

awesome-edge-intelligence-collections

About DNN compression and acceleration on Edge Devices.

awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

awesome-frontend

A curated list of amazingly awesome frontend libraries, resources and shiny things.

awesome-k210

收集关于K210的MaixPy开发和SDK IDE开发等的软硬件入门资料，帮助初学者快速了解、学习和入门K210

awesome-ml-model-compression

Awesome machine learning model compression research papers, tools, and learning material.

cdnsr

Code for paper "Classification-based Dynamic Network for Efficient Super-Resolution"

cpsca

Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

edgedi

Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"

edgeke

Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"

edgeld

Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"

efficientdnns

Collection of recent methods on DNN compression and acceleration

elasticnetadmm

Code for paper "面向物联网隐私数据分析的分布式弹性网络回归学习算法"

embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

fangvv

fl-pqsu

Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"

homepage

北京交通大学计算机科学与技术学院系统与网络实验室

ilmil

Code for paper "基于知识蒸馏的目标检测模型增量深度学习方法"

jmdc

Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"

jtrana

A Java-based NS2 Wireless Trace Analyzer

lassoadmm

Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

mtacp

Code for paper "Deep Reinforcement Learning based Multi-task Automated Channel Pruning for DNNs"

paper-renamer

A Bach shell script for renaming the academic paper files in pdf with the paper titles

pdfautorenametools

PDF Paper File Rename Software 自动提取PDF论文的文章标题作为该PDF的文件名

rsee

Code for paper "Joint Adaptive Resolution Selection and Conditional Early Exiting for Efficient Video Recognition on Edge Devices"

rtfd-dataset

Images to Classify Defective and Non-Defective Railway Track

spbft

《一种面向区块链的优化PBFT共识算法》基础源代码

tlee

Code for paper "TLEE: Temporal-wise and Layer-wise Early Exiting Network for Efficient Video Recognition on Edge Devices"

uav-ddpg

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"