☆1,161Nov 29, 2023Updated 2 years ago
Alternatives and similar repositories for tinyml
Users that are interested in tinyml 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…☆693Mar 29, 2024Updated 2 years ago
- This is a list of interesting papers and projects about TinyML.☆1,005Dec 8, 2025Updated 5 months ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,948Dec 14, 2023Updated 2 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆943Nov 27, 2024Updated last year
- Enabling Intelligent edge devices with ultra low-power Arm MCUs and TensorFlow Lite☆32Nov 21, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆460May 12, 2026Updated last week
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,447Aug 30, 2024Updated last year
- TinyML AI inference library☆1,924May 10, 2025Updated last year
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆338Jul 14, 2024Updated last year
- Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digit…☆2,905Updated this week
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆161Jun 16, 2020Updated 5 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆143Dec 6, 2021Updated 4 years ago
- This is the TinyML programs for ESP32 according to BlackWalnut Labs Tutorials. (黑胡桃实验室的TinyML教程中的程序集合)☆203Jan 22, 2025Updated last year
- TinyML Cookbook, published by Packt☆305Mar 2, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆929Mar 9, 2023Updated 3 years ago
- ☆267Oct 30, 2019Updated 6 years ago
- This repository holds the Google Colabs for the EdX TinyML Specialization☆136May 16, 2025Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆83Jan 26, 2021Updated 5 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆450Nov 22, 2023Updated 2 years ago
- Mobile vision models and code☆920Feb 11, 2026Updated 3 months ago
- In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture video…☆210Nov 25, 2025Updated 5 months ago
- On-Device Training Under 256KB Memory [NeurIPS'22]☆520Mar 29, 2024Updated 2 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆610Jul 11, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆49Mar 19, 2020Updated 6 years ago
- Count the MACs / FLOPs of PyTorch models☆638Mar 11, 2026Updated 2 months ago
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆878Mar 3, 2026Updated 2 months ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆408Feb 26, 2021Updated 5 years ago
- Python library to work with the Visual Wake Words Dataset.☆40Oct 1, 2020Updated 5 years ago
- ☆253Mar 31, 2023Updated 3 years ago
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆16Jan 12, 2023Updated 3 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆234Sep 23, 2021Updated 4 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆287Dec 11, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs☆1,118Jun 5, 2024Updated last year
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,617Updated this week
- Binary Neural Network on IceStick FPGA.☆56Jul 11, 2018Updated 7 years ago
- Open Machine Learning Compiler Framework☆13,368Updated this week
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆462May 15, 2023Updated 3 years ago
- This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.☆1,663May 20, 2024Updated 2 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,274May 6, 2025Updated last year