micromind-toolkit / micromindLinks
A toolkit for tinyML research and deployment
☆72Updated last year
Alternatives and similar repositories for micromind
Users that are interested in micromind are comparing it to the libraries listed below
Sorting:
- ☆239Updated 2 years ago
- TFLite model analyzer & memory optimizer☆132Updated last year
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆430Updated 2 months ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Updated 3 years ago
- Official repository: Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrain…☆43Updated 2 years ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆81Updated 4 years ago
- A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded pl…☆60Updated 2 months ago
- Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks☆105Updated last year
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆597Updated 3 months ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆609Updated last year
- Model Training for ADI's MAX78000 and MAX78002 Edge AI Devices☆110Updated last month
- Quick-start machine learning projects on microcontrollers with help of TensorFlow Lite and LibOpenCM3☆36Updated 4 years ago
- CMSIS-NN Library☆321Updated 2 weeks ago
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆419Updated last week
- Latest PyTorch binaries for Raspberry Pi Zero, Zero W, 1, 2, 3 and 4. This repository also includes torchaudio and torchvision packages☆36Updated 4 years ago
- MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices☆14Updated last year
- Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables☆22Updated last year
- A Plug-and-play Lightweight tool for the Inference Optimization of Deep Neural networks☆45Updated this week
- TensorFlow Lite C/C++ library for microcontrollers.☆36Updated 5 years ago
- Collection of Machine Learning examples using MLEK CMSIS-pack.☆10Updated last month
- Notes on Machine Learning on edge for embedded/sensor/IoT uses☆290Updated last week
- An open-source, easily accessible package for training and deploying Speech-to-Intent models on microcontrollers and SBCs☆47Updated last year
- This repo contains the code developed for my master thesis☆12Updated 3 years ago
- Developer repository for the AudioMark(tm) benchmark.☆23Updated last year
- Pytorch to Keras/Tensorflow/TFLite conversion made intuitive☆328Updated 7 months ago
- Efficient Decision tree Ensembles library for IoT edge nodes☆16Updated 9 months ago
- This repository holds the Google Colabs for the EdX TinyML Specialization☆123Updated 5 months ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆901Updated 11 months ago
- Bring your AI to the Edge - Starting from building the ML model to the selection of the target platform to the optimization and implement…☆52Updated 3 years ago
- Syllabus, schedule, resources etc. for TinyML study group☆51Updated 4 years ago