Alternatives and similar repositories for mcunet:

Users that are interested in mcunet are comparing it to the libraries listed below

• 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…
  ☆858Updated 4 months ago
• mit-han-lab / tiny-training
  On-Device Training Under 256KB Memory [NeurIPS'22]
  ☆471Updated last year
• mit-han-lab / tinyml
  ☆883Updated last year
• ARM-software / CMSIS-NN
  CMSIS-NN Library
  ☆267Updated last week
• mlcommons / tiny
  MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers
  ☆397Updated last week
• ARM-software / ML-zoo
  ☆222Updated 2 years ago
• gigwegbe / tinyml-papers-and-projects
  This is a list of interesting papers and projects about TinyML.
  ☆857Updated 3 months ago
• STMicroelectronics / stm32ai-modelzoo
  AI Model Zoo for STM32 devices
  ☆393Updated last month
• sony / model_optimization
  Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…
  ☆388Updated this week
• eliberis / uNAS
  μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.
  ☆81Updated 4 years ago
• ai-techsystems / deepC
  vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
  ☆586Updated 2 years ago
• Zhen-Dong / HAWQ
  Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
  ☆431Updated last year
• eliberis / tflite-tools
  TFLite model analyzer & memory optimizer
  ☆125Updated last year
• sipeed / TinyMaix
  TinyMaix is a tiny inference library for microcontrollers (TinyML).
  ☆961Updated 2 months ago
• PacktPublishing / TinyML-Cookbook
  TinyML Cookbook, published by Packt
  ☆268Updated last year
• micromind-toolkit / micromind
  A toolkit for tinyML research and deployment
  ☆62Updated 7 months ago
• biagiom / tflite-micro-lib
  TensorFlow Lite C/C++ library for microcontrollers.
  ☆31Updated 4 years ago
• ModelTC / MQBench
  Model Quantization Benchmark
  ☆799Updated this week
• crespum / edge-ai
  A curated list of resources for embedded AI
  ☆414Updated 2 weeks ago
• HollowMan6 / TinyML-ESP32
  This is the TinyML programs for ESP32 according to BlackWalnut Labs Tutorials. (黑胡桃实验室的TinyML教程中的程序集合)
  ☆166Updated 3 months ago
• NXP / eiq-model-zoo
  A collection of machine learning models for vision optimized for NXP products
  ☆21Updated 10 months ago
• cpetig / tflite_micro_compiler
  generate tflite micro code which bypasses the interpreter (directly calls into kernels)
  ☆80Updated 2 years ago
• amirgholami / ZeroQ
  [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
  ☆277Updated last year
• Qualcomm-AI-research / transformer-quantization
  ☆203Updated 3 years ago
• quic / aimet-model-zoo
  ☆321Updated last year
• Bisonai / awesome-edge-machine-learning
  A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…
  ☆261Updated 2 years ago
• Zhen-Dong / Awesome-Quantization-Papers
  List of papers related to neural network quantization in recent AI conferences and journals.
  ☆597Updated 3 weeks ago
• google-ai-edge / ai-edge-torch
  Supporting PyTorch models with the Google AI Edge TFLite runtime.
  ☆543Updated last week
• tensorflow / tflite-micro-arduino-examples
  ☆242Updated last year
• EEESlab / mobilenet_v1_stm32_cmsis_nn
  Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
  ☆86Updated 5 years ago