Alternatives and similar repositories for edge-ai

Users that are interested in edge-ai are comparing it to the libraries listed below

• ai-techsystems / deepC
  vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
  ☆597Updated last month
• Bisonai / awesome-edge-machine-learning
  A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…
  ☆264Updated 2 years ago
• mlcommons / tiny
  MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers
  ☆424Updated 3 weeks ago
• PacktPublishing / TinyML-Cookbook
  TinyML Cookbook, published by Packt
  ☆287Updated last week
• edgeimpulse / courseware-embedded-machine-learning
  ☆220Updated 7 months ago
• gigwegbe / tinyml-papers-and-projects
  This is a list of interesting papers and projects about TinyML.
  ☆915Updated this week
• Arm-Examples / ML-examples
  Arm Machine Learning tutorials and examples
  ☆472Updated last week
• tensorflow / tflite-micro-arduino-examples
  ☆256Updated last year
• mit-han-lab / tinyml
  ☆965Updated last year
• ARM-software / CMSIS-NN
  CMSIS-NN Library
  ☆309Updated last week
• Arm-Examples / ML-zoo
  ☆238Updated 2 years ago
• mit-han-lab / mcunet
  [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…
  ☆599Updated last year
• scaledown-team / study-group
  Syllabus, schedule, resources etc. for TinyML study group
  ☆50Updated 4 years ago
• jonnor / embeddedml
  Notes on Machine Learning on edge for embedded/sensor/IoT uses
  ☆282Updated 2 weeks ago
• mit-han-lab / tinyengine
  [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…
  ☆889Updated 9 months ago
• tinyMLx / colabs
  This repository holds the Google Colabs for the EdX TinyML Specialization
  ☆123Updated 4 months ago
• ShawnHymel / tinyml-example-anomaly-detection
  TinyML example showing how to do anomaly detection with Python and Arduino
  ☆161Updated 4 years ago
• edgeimpulse / inferencing-sdk-cpp
  Portable C++ library for signal processing and machine learning inferencing
  ☆93Updated last week
• cpetig / tflite_micro_compiler
  generate tflite micro code which bypasses the interpreter (directly calls into kernels)
  ☆81Updated 3 years ago
• analogdevicesinc / MaximAI_Documentation
  START HERE: Documentation for ADI's MAX78000 and MAX78002 Edge AI devices
  ☆118Updated 5 months ago
• Fraunhofer-IMS / AIfES_for_Arduino
  This is the Arduino® compatible port of the AIfES machine learning framework, developed and maintained by Fraunhofer Institute for Microe…
  ☆241Updated last year
• STMicroelectronics / stm32ai-tao
  Nvidia TAO (Train, Adapt, Optimize) with STM32Cube.AI Developer Cloud
  ☆43Updated 3 months ago
• Harvard-CS249R-Fall2020 / assignments
  ☆26Updated 4 years ago
• eloquentarduino / micromlgen
  Generate C code for microcontrollers from Python's sklearn classifiers
  ☆198Updated last year
• EEESlab / mobilenet_v1_stm32_cmsis_nn
  Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
  ☆87Updated 5 years ago
• bharathsudharsan / TinyML-Benchmark-NNs-on-MCUs
  Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'
  ☆37Updated 3 years ago
• Hahn-Schickard / AutoFlow
  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 2 years ago
• eliberis / tflite-tools
  TFLite model analyzer & memory optimizer
  ☆131Updated last year
• arduino / AIoT-Dev-Summit-2019
  ☆56Updated 3 years ago
• emlearn / emlearn
  Machine Learning inference engine for Microcontrollers and Embedded devices
  ☆655Updated 3 weeks ago