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"edge-computing" Awesome Lists

awesome-edge-computing

A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.

awesome-list edge-ai edge-computing edge-intelligence emulation fog-computing lightweight-framework serveless simulation simulators

329 stars
59 forks
205 projects

Last updated: 29 May 2024

edge-ai

A curated list of resources for embedded AI

artificial-intelligence awesome-list edge-computing embedded

311 stars
38 forks
55 projects

Last updated: 29 May 2024

awesome-edge-intelligence-collections

About DNN compression and acceleration on Edge Devices.

awesome-list copyleft dnn edge-computing edge-intelligence just-for-learning

52 stars
11 forks
352 projects

Last updated: 16 May 2024

Awesome-EdgeAI

Resources of our survey paper "A Systematic Review of AI Deployment on Resource-Constrained Edge Devices: Challenges, Techniques, and Applications"

awesome-list data-preprocessing deep-learning edge-ai edge-computing efficient-algorithm machine-learning model-acceleration model-compression model-deployment

42 stars
2 forks
287 projects

Last updated: 27 Jun 2024

awesome-edge

A qualitative compilation of production-ready frameworks, services and repositories with a focus on Edge Computing & IoT

awesome awesome-list cloud cloud-native cloudcomputing computing data-engineering database edge edge-computing

39 stars
7 forks
141 projects

Last updated: 20 Dec 2024

Awesome-Cloud-Edge-AI

A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.

deep-learning deep-neural-networks edge edge-computing inference infrastructure machine-learning paper system

22 stars
2 forks
58 projects

Last updated: 07 May 2024

awesome-approximate-dnn

Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment

approximate-computing curated-list deep-learning deep-neural-networks edge-computing pruning quantization

20 stars
5 forks
78 projects

Last updated: 01 Jun 2024

awesome-edge-ai

A curated list of resources for embedded AI

ai awesome awesome-list edge-computing embbeded llm openai

7 stars
0 forks
49 projects

Last updated: 22 Jan 2025

awesome-ai-edge-computing

A curated list of awesome tools, frameworks, libraries, and resources for running AI models on edge devices, including smartphones, IoT devices, embedded systems, and hardware accelerators. Edge AI focuses on processing data locally on the device, reducing latency and enhancing privacy.

ai awesome awesome-list awesome-lists edge-computing

1 stars
0 forks
33 projects

Last updated: 11 Jan 2025

awesome-smol

An awesome list of "small but mighty" models and resources.

ai ai-frontier audio awesome-smol computer-vision deep-learning edge-ai edge-computing edge-devices edge-ml

0 stars
0 forks
69 projects

Last updated: 20 Dec 2024

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