MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers
☆443Jan 8, 2026Updated last month
Alternatives and similar repositories for tiny
Users that are interested in tiny are comparing it to the libraries listed below
Sorting:
- The EEMBC EnergyRunner application framework for the MLPerf Tiny benchmark.☆21Apr 16, 2023Updated 2 years ago
- ☆248Mar 31, 2023Updated 2 years ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆48Mar 19, 2020Updated 5 years ago
- MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices☆15Apr 9, 2024Updated last year
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆33Updated this week
- This is a list of interesting papers and projects about TinyML.☆974Dec 8, 2025Updated 2 months ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Aug 23, 2022Updated 3 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆92Oct 6, 2025Updated 4 months ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆924Nov 27, 2024Updated last year
- ☆29Apr 27, 2021Updated 4 years ago
- Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digit…☆2,766Feb 12, 2026Updated 2 weeks ago
- ☆11Dec 23, 2022Updated 3 years ago
- ☆1,081Nov 29, 2023Updated 2 years ago
- Pulp virtual platform☆24Jul 16, 2025Updated 7 months ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆82Jan 26, 2021Updated 5 years ago
- Arm Machine Learning tutorials and examples☆482Feb 18, 2026Updated last week
- AI applications and tools☆30Jan 26, 2026Updated last month
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆654Mar 29, 2024Updated last year
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆19Aug 11, 2025Updated 6 months ago
- My examples of using Edge Impulse for machine Learning for High School Students☆10Oct 19, 2025Updated 4 months ago
- This repository holds the Google Colabs for the EdX TinyML Specialization☆133May 16, 2025Updated 9 months ago
- This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.☆19May 18, 2023Updated 2 years ago
- EEMBC's Machine-Learning Inference Benchmark targeted at edge devices.☆52Apr 25, 2022Updated 3 years ago
- attentional sequence-to-sequence model (based on LSTMs) in TFLite Micro, tested on Arduino Nano 33 BLE☆29Mar 23, 2022Updated 3 years ago
- A library to train and deploy quantised Deep Neural Networks☆27Dec 18, 2024Updated last year
- An Open-Source Library for Training Binarized Neural Networks☆726Aug 12, 2024Updated last year
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Jan 10, 2020Updated 6 years ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆93Aug 4, 2025Updated 6 months ago
- Reference implementations of MLPerf® inference benchmarks☆1,535Updated this week
- Highly optimized inference engine for Binarized Neural Networks☆252Feb 18, 2026Updated last week
- Sandbox for TVM and playing around!☆22Nov 30, 2022Updated 3 years ago
- CMSIS-NN Library☆370Jan 22, 2026Updated last month
- ☆30Feb 7, 2020Updated 6 years ago
- AI Model Zoo for STM32 devices☆630Jan 22, 2026Updated last month
- Reference implementations of popular Binarized Neural Networks☆109Feb 2, 2026Updated 3 weeks ago
- Quick-start machine learning projects on microcontrollers with help of TensorFlow Lite and LibOpenCM3☆36Jan 31, 2021Updated 5 years ago
- Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.☆16Dec 29, 2024Updated last year
- ☆15Mar 13, 2023Updated 2 years ago
- Arm NN ML Software.☆1,297Jan 23, 2026Updated last month