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rcmalli/awesome-edge-ai

awesome-edge-ai

A curated list of edge tools for AI applications

View on GitHub↗Upstream rcmalli/awesome-edge-ai↗

Builder

rcmalli

rcmalli

rcmalli • individual

Stars

54

Using upstream star count

Forks

17

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Mar 2, 2019

Project creation date

README Summary

awesome-edge-ai [![Awesome][awesome-badge]](https://github.com/sindresorhus/awesome) [![Build Status](https://travis-ci.org/rcmalli/awesome-edge-ai.svg?branch=master)](https://travis-ci.org/rcmalli/awesome-edge-ai)

Community Evaluation

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AI Dev Skills

Unmapped

Edge AI DeploymentEmbedded Systems AIHardware AccelerationIoT AI ApplicationsMobile Machine LearningModel CompressionModel OptimizationNeural Network QuantizationReal-time InferenceResource-constrained Computing

Tags

Edge AI DeploymentEmbedded Systems AIHardware AccelerationIoT AI ApplicationsMobile Machine LearningModel CompressionModel OptimizationNeural Network QuantizationReal-time InferenceResource-constrained ComputingCurated ListDeep LearningForkedGPU / CUDATensorFlow

Taxonomy

AI Trends

On-device AIEdge ComputingModel EfficiencyFederated LearningTinyMLNeural Architecture SearchPruning and Quantization

category

Model TrainingInference & ServingLearning Resources

Deployment Context

Edge/MobileIoT DevicesEmbedded SystemsOn-deviceReal-time Systems

Industries

Mobile TechnologyIoTAutomotiveRoboticsHealthcareManufacturingSmart HomeWearable Technology

Modalities

ImageVideoAudioTextSensor DataMultimodal

Skill Areas

Edge AI DeploymentModel OptimizationNeural Network QuantizationMobile Machine LearningEmbedded Systems AIModel CompressionHardware AccelerationIoT AI ApplicationsReal-time InferenceResource-constrained Computing

tag

Curated ListDeep LearningForkedGPU / CUDATensorFlow

Use Cases

On-device Model InferenceReal-time Computer VisionMobile AI ApplicationsIoT Smart SensorsAutonomous Vehicle ProcessingEdge-based Speech RecognitionSmart Camera SystemsIndustrial Automation

Recent Activity

Updated 6 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
medium
Maturity
production

Categories

Inference & ServingPrimaryLearning ResourcesModel TrainingOther AI / ML

PM Skills

Developer Platform

Languages

No language breakdown recorded.

Timeline

Project created
Mar 2, 2019
Forked
Mar 23, 2026
Your last push
6 years ago
Upstream last push
6 years ago
Tracked since
Nov 14, 2019

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