AI-in-Transportation-Lab/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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Jun 11, 2025
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README Summary
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. This repository is crafted to serve as a comprehensive, well-organized knowledge base for researchers, engineers, and developers working on deploying intelligent models on edge devices with limited compute, memory, and power.
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Edge AI OptimizationEmbedded Systems DevelopmentHardware-Software Co-designKnowledge DistillationLow-Power AI SystemsMicrocontroller ProgrammingModel PruningModel QuantizationNeural Network CompressionTinyML/Embedded ML
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Edge AI OptimizationEmbedded Systems DevelopmentHardware-Software Co-designKnowledge DistillationLow-Power AI SystemsMicrocontroller ProgrammingModel PruningModel QuantizationNeural Network CompressionTinyML/Embedded MLAdversarialAutomationBenchmarkingComputer VisionCourseCurated ListDeep LearningDistillationEvalsForkedInferenceMLOpsMachine LearningMobileModel OptimizationMultimodal AIONNXQuantizationReal-Time / StreamingReinforcement LearningResearch / PapersSecurityTensorFlowTransformersTutorial
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Learning ResourcesPrimaryEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationSecurity & SafetyFoundation ModelsModel TrainingComputer VisionML Platform & InfrastructureSafety & AlignmentMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / ML
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JavaScript100.0%
Timeline
- Project created
- Jun 11, 2025
- Forked
- Mar 23, 2026
- Your last push
- 2 months ago
- Upstream last push
- 16 days ago
- Tracked since
- Mar 23, 2026
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