micromind-toolkit / micromind
A toolkit for tinyML research and deployment
☆61Updated 5 months ago
Alternatives and similar repositories for micromind:
Users that are interested in micromind are comparing it to the libraries listed below
- TFLite model analyzer & memory optimizer☆122Updated last year
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆79Updated 2 years ago
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆380Updated this week
- ☆216Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆78Updated 4 years ago
- MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices☆13Updated 10 months ago
- Efficient Decision tree Ensembles libary for IoT edge nodes☆13Updated 3 weeks ago
- Official repository: Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrain…☆35Updated last year
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆516Updated 10 months ago
- CMSIS-NN Library☆242Updated this week
- Floating-Point Optimized On-Device Learning Library for the PULP Platform.☆30Updated 2 months ago
- Latest PyTorch binaries for Raspberry Pi Zero, Zero W, 1, 2, 3 and 4. This repository also includes torchaudio and torchvision packages☆35Updated 3 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…☆54Updated 3 weeks ago
- Open Neural Network Exchange to C compiler.☆256Updated last month
- ☆55Updated last year
- An open-source, easily accessible package for training and deploying Speech-to-Intent models on microcontrollers and SBCs☆39Updated 11 months ago
- Model Training for ADI's MAX78000 and MAX78002 Edge AI Devices☆96Updated last month
- ☆10Updated 3 years ago
- The EEMBC EnergyRunner application framework for the MLPerf Tiny benchmark.☆16Updated last year
- A Plug-and-play Lightweight tool for the Inference Optimization of Deep Neural networks☆39Updated this week
- Collection of PyTorch implementations of Spoken Keyword Spotting presented in research papers.☆23Updated 10 months ago
- Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks☆101Updated 6 months ago
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆363Updated this week
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆39Updated 4 years ago
- Signal processing blocks☆33Updated this week
- Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices☆57Updated 2 weeks ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 5 years ago
- Official PyTorch implementation of the paper entitled 'Self Attentive Pooling for Efficient Deep Learning'.☆10Updated 9 months ago
- Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables☆21Updated 5 months ago
- Low Precision(quantized) Yolov5☆33Updated last year