awesome-edge-ai

A curated list of edge tools for AI applications

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rcmalli

rcmalli • individual

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Created

Mar 2, 2019

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README Summary

A curated collection of tools, frameworks, and resources specifically designed for edge AI applications and deployment. The repository serves as a comprehensive reference for developers working on artificial intelligence solutions that need to run on edge devices with limited computational resources.

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Tags

Edge AI DeploymentModel OptimizationNeural Network QuantizationMobile Machine LearningEmbedded Systems AIModel CompressionHardware AccelerationIoT AI ApplicationsReal-time InferenceResource-constrained ComputingEmbedded SystemsIoT DevicesPruning and QuantizationModel EfficiencyVideoIoT Smart SensorsWearable TechnologyEdge-based Speech RecognitionReal-time SystemsTextAutonomous Vehicle ProcessingMultimodalMobile AI ApplicationsFederated LearningSensor DataIoTEdge ComputingEdge/MobileManufacturingOn-device Model InferenceOn-device AIIndustrial AutomationAudioRoboticsImageNeural Architecture SearchAutomotiveReal-time Computer VisionSmart HomeMobile TechnologySmart Camera SystemsHealthcareTinyMLOn-device

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Updated 6 years ago

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production

Quality: medium
Maturity: production

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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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