Library/awesome-tinyml
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gauravfs-14/awesome-tinyml

awesome-tinyml

A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on TinyML — the intersection of machine learning and ultra-low-power embedded systems.

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gauravfs-14

gauravfs-14

gauravfs-14 • individual

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Created

Jun 11, 2025

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README Summary

This repository is a curated collection of high-quality resources dedicated to TinyML, which focuses on the intersection of machine learning and ultra-low-power embedded systems. It includes libraries, projects, tutorials, research papers, and other essential materials for developers and researchers working in this specialized field. The collection aims to provide comprehensive resources for implementing machine learning on resource-constrained devices.

AI Dev Skills

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TinyML/Embedded MLModel QuantizationNeural Network CompressionEdge AI OptimizationMicrocontroller ProgrammingLow-Power AI SystemsHardware-Software Co-designModel PruningKnowledge DistillationEmbedded Systems Development

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TinyML/Embedded MLModel QuantizationNeural Network CompressionEdge AI OptimizationMicrocontroller ProgrammingLow-Power AI SystemsHardware-Software Co-designModel PruningKnowledge DistillationEmbedded Systems DevelopmentIoT DevicesAudioIoTGreen AITime SeriesAutomotiveConsumer ElectronicsVoice Command Recognition on MicrocontrollersSmart AgricultureEnvironmental Monitoring with Smart SensorsOn-device AIPredictive Maintenance on Edge DevicesBattery-Powered AI ApplicationsMicrocontrollersEdge AIEfficient AITabularModel CompressionBattery-Powered DevicesIndustrial AutomationWearable TechnologyGesture Recognition in WearablesEdge/MobileFederated LearningHealthcareAnomaly Detection in IoT SensorsSensor DataSensor Data ClassificationRoboticsReal-time Image Classification on Embedded CamerasImageJavaScript

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Updated 21 days ago

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production
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medium
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Observability & MonitoringPrimaryHealthcare & BiologyEdge & Mobile AIOther AI / MLFoundation ModelsInference & ServingDev Tools & AutomationRoboticsGenerative Media

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JavaScript100.0%

Timeline

Project created
Jun 11, 2025
Forked
Mar 23, 2026
Your last push
21 days ago
Upstream last push
6 days ago
Tracked since
Mar 23, 2026

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