[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
☆967Nov 27, 2024Updated last year
Alternatives and similar repositories for tinyengine
Users that are interested in tinyengine are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆722Mar 29, 2024Updated 2 years ago
- On-Device Training Under 256KB Memory [NeurIPS'22]☆528Mar 29, 2024Updated 2 years ago
- TinyChatEngine: On-Device LLM Inference Library☆970Jul 4, 2024Updated 2 years ago
- ☆1,232Nov 29, 2023Updated 2 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆483Jul 13, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆51Mar 19, 2020Updated 6 years ago
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆1,077Feb 5, 2025Updated last year
- Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digit…☆3,135Updated this week
- MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器☆482Oct 23, 2024Updated 2 years ago
- ☆264Mar 31, 2023Updated 3 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,955Dec 14, 2023Updated 2 years ago
- CMSIS-NN Library☆453Updated this week
- This is a list of interesting papers and projects about TinyML.☆1,035Dec 8, 2025Updated 10 months ago
- ☆180Aug 9, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆84Jan 26, 2021Updated 5 years ago
- [NeurIPS 2023] MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory☆77Oct 31, 2023Updated 2 years ago
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,737Updated this week
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆879Mar 3, 2026Updated 7 months ago
- A higher-level Neural Network library for microcontrollers.☆1,171Apr 8, 2024Updated 2 years ago
- Deep Compression for PyTorch Model Deployment on Microcontrollers☆20Mar 26, 2021Updated 5 years ago
- Arm Machine Learning tutorials and examples☆492Jul 9, 2026Updated 3 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,657Jul 17, 2025Updated last year
- Python library to work with the Visual Wake Words Dataset.☆41Oct 1, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,700Jul 12, 2024Updated 2 years ago
- ☆25Mar 19, 2022Updated 4 years ago
- ☆30Feb 7, 2020Updated 6 years ago
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆15Jan 12, 2023Updated 3 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆107Updated this week
- Machine Learning inference engine for Microcontrollers and Embedded devices☆770Jul 17, 2026Updated 3 months ago
- Open Machine Learning Compiler Framework☆13,879Updated this week
- AI Model Zoo for STM32 devices☆754Apr 21, 2026Updated 6 months ago
- ☆63Feb 11, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A curated collection of papers, benchmarks, surveys, and tools for model quantization, covering low-bit networks, LLMs, multimodal and ge…☆2,459Updated this week
- This repo contains the code developed for my master thesis☆13Mar 24, 2022Updated 4 years ago
- TinyML AI inference library☆1,936May 10, 2025Updated last year
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated 2 years ago
- Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'☆50Oct 24, 2022Updated 4 years ago
- Arm NN ML Software.☆1,320Sep 29, 2026Updated last month
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆95Aug 4, 2025Updated last year