Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
☆2,879Apr 22, 2026Updated last week
Alternatives and similar repositories for tflite-micro
Users that are interested in tflite-micro are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TensorFlow Lite Micro for Espressif Chipsets☆630Apr 16, 2026Updated 2 weeks ago
- ☆276Dec 21, 2023Updated 2 years ago
- A higher-level Neural Network library for microcontrollers.☆1,154Apr 8, 2024Updated 2 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆942Nov 27, 2024Updated last year
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆458Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆252Mar 31, 2023Updated 3 years ago
- CMSIS-NN Library☆387Apr 20, 2026Updated last week
- This is a list of interesting papers and projects about TinyML.☆1,000Dec 8, 2025Updated 4 months ago
- Running TensorFlow Lite model on STM32.☆41Aug 3, 2020Updated 5 years ago
- TinyMaix is a tiny inference library for microcontrollers (TinyML).☆1,053Feb 5, 2025Updated last year
- TinyML AI inference library☆1,923May 10, 2025Updated 11 months ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Aug 23, 2022Updated 3 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆688Mar 29, 2024Updated 2 years ago
- Eloquent interface to Tensorflow Lite for Microcontrollers☆341Jul 18, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pico TensorFlow Lite Port☆737Dec 27, 2024Updated last year
- Machine Learning inference engine for Microcontrollers and Embedded devices☆719Apr 2, 2026Updated 3 weeks ago
- Arm Machine Learning tutorials and examples☆485Apr 17, 2026Updated last week
- ☆16Dec 7, 2022Updated 3 years ago
- Espressif deep-learning library for AIoT applications☆987Apr 21, 2026Updated last week
- Source code for Coral Dev Board Micro☆132Mar 25, 2026Updated last month
- ☆270May 25, 2021Updated 4 years ago
- TinyML Cookbook, published by Packt☆303Mar 2, 2026Updated last month
- Allows you to run machine learning models locally on your ESP32 device.☆294Feb 7, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- CMSIS Version 5 Development Repository☆1,586Sep 3, 2024Updated last year
- Keyword spotting on Arm Cortex-M Microcontrollers☆1,235Apr 10, 2019Updated 7 years ago
- An Open Source Machine Learning Framework for Everyone☆101Dec 3, 2021Updated 4 years ago
- LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via e…☆2,255Apr 23, 2026Updated last week
- Cadence HiFi4 Neural Network (NN) Library☆58Oct 1, 2025Updated 6 months ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆603Jul 22, 2025Updated 9 months ago
- TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.☆436Mar 19, 2026Updated last month
- On-device AI across mobile, embedded and edge for PyTorch☆4,547Updated this week
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆49Mar 19, 2020Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- AI Model Zoo for STM32 devices☆671Apr 21, 2026Updated last week
- Face detection and recognition framework☆2,060Jan 30, 2026Updated 3 months ago
- Arm NN ML Software.☆1,301Jan 23, 2026Updated 3 months ago
- HiFi 5 NN Library☆53Oct 1, 2025Updated 6 months ago
- Espressif IoT Development Framework. Official development framework for Espressif SoCs.☆17,934Updated this week
- Generate C code for microcontrollers from Python's sklearn classifiers☆204May 25, 2024Updated last year
- TensorFlow Lite Micro Library in Arduino Style☆18Jul 5, 2024Updated last year