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@TinyMLNexus TinyMLNexus

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    29 repositories

    • BitNetMCU

      Public
      Neural Networks with low bit weights on low end 32 bit microcontrollers such as the CH32V003 RISC-V Microcontroller and others
      C
      •
      GNU General Public License v3.0
      •33•0•0•0•Updated Mar 7, 2025Mar 7, 2025

    • tinyml-papers-and-projects

      Public
      This is a list of interesting papers and projects about TinyML.
      MIT License
      •154•0•0•0•Updated Jan 8, 2025Jan 8, 2025

    • tinychat-tutorial

      Public
      C++
      •27•1•0•0•Updated Jan 8, 2025Jan 8, 2025

    • tinyengine

      Public
      [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
      C
      •
      MIT License
      •153•0•0•0•Updated Jan 8, 2025Jan 8, 2025

    • emlearn

      Public
      Machine Learning inference engine for Microcontrollers and Embedded devices
      Python
      •
      MIT License
      •64•1•0•0•Updated Jan 8, 2025Jan 8, 2025

    • picollm

      Public
      On-device LLM Inference Powered by X-Bit Quantization
      Python
      •
      Apache License 2.0
      •14•1•0•0•Updated Jan 8, 2025Jan 8, 2025

    • TinyLLM

      Public
      Setup and run a local LLM and Chatbot using consumer grade hardware.
      JavaScript
      •
      MIT License
      •34•0•0•0•Updated Jan 8, 2025Jan 8, 2025

    • uTensor

      Public
      TinyML AI inference library
      C++
      •
      Apache License 2.0
      •239•0•0•0•Updated Jan 7, 2025Jan 7, 2025

    • tvm

      Public
      Open deep learning compiler stack for cpu, gpu and specialized accelerators
      Python
      •
      Apache License 2.0
      •3.7k•0•0•0•Updated Dec 16, 2024Dec 16, 2024

    • toonygrad

      Public
      Because tinygrad got out of hand with line count
      Python
      •8•0•0•0•Updated Oct 15, 2024Oct 15, 2024

    • piccolo

      Public
      SensiML's open-source AutoML solution for Edge AI model development
      Python
      •
      Other
      •14•0•0•0•Updated Sep 25, 2024Sep 25, 2024

    • algae-detection

      Public
      Detect and identify different species of harmful algae within natural water in real-time with AI and a camera (i.e., ESP32-CAM, smartphone, or webcam).
      C++
      •
      MIT License
      •2•0•0•0•Updated Sep 21, 2024Sep 21, 2024

    • TinyAgent

      Public
      [EMNLP 2024 Demo] TinyAgent: Function Calling at the Edge!
      Python
      •
      MIT License
      •70•0•0•0•Updated Sep 4, 2024Sep 4, 2024

    • tinyml-Efinix

      Public
      This repo is for Efinix TinyML platform, which offers end-to-end flow that facilitates TinyML solution deployment on Efinix FPGAs.
      C++
      •
      MIT License
      •20•0•0•0•Updated Aug 16, 2024Aug 16, 2024

    • AI-driven-Sound-Thermal-Image-based-HVAC-Fault-Diagnosis

      Public
      Identify the faulty components via anomalous sound detection and diagnose ensuing cooling malfunctions via thermal visual anomaly detection.
      C++
      •
      GNU General Public License v3.0
      •2•0•0•0•Updated Aug 5, 2024Aug 5, 2024

    • TinyChatEngine

      Public
      TinyChatEngine: On-Device LLM Inference Library
      C++
      •
      MIT License
      •93•0•0•0•Updated Jul 4, 2024Jul 4, 2024

    • TinyLlama

      Public
      The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
      Python
      •
      Apache License 2.0
      •571•0•0•0•Updated May 3, 2024May 3, 2024

    • mcunet

      Public
      [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
      Python
      •
      MIT License
      •102•1•0•0•Updated Mar 29, 2024Mar 29, 2024

    • tiny-training

      Public
      On-Device Training Under 256KB Memory [NeurIPS'22]
      Python
      •
      MIT License
      •69•1•0•0•Updated Mar 29, 2024Mar 29, 2024

    • ml-blood-pressure

      Public
      Python
      •2•1•0•0•Updated Jan 27, 2023Jan 27, 2023

    • iccad-tinyml-open

      Public
      [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers
      C
      •5•0•0•0•Updated Jan 12, 2023Jan 12, 2023

    • deepC

      Public
      vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
      C++
      •
      Apache License 2.0
      •89•0•0•0•Updated Oct 29, 2022Oct 29, 2022

    • TinyML-CAM

      Public
      Code for MobiCom paper 'TinyML-CAM: 80 FPS Image Recognition in 1 Kb RAM'
      Jupyter Notebook
      •
      Apache License 2.0
      •26•0•0•0•Updated Oct 18, 2022Oct 18, 2022

    • courseware

      Public
      In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture videos (where applicable).
      Other
      •76•0•0•0•Updated May 17, 2022May 17, 2022

    • OpenART

      Public
      C
      •
      Apache License 2.0
      •14•0•0•0•Updated Apr 18, 2022Apr 18, 2022

    • tiny

      Public
      MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers
      C++
      •
      Other
      •107•0•0•0•Updated Jan 10, 2022Jan 10, 2022

    • CurrentSense-TinyML

      Public
      Spying on Microcontrollers using Current Sensing and embedded TinyML models
      C++
      •
      MIT License
      •8•0•0•0•Updated Mar 23, 2021Mar 23, 2021

    • TinyML-Examples

      Public
      Collection of TinyML benchmark NN models (in the making)
      1•0•0•0•Updated Nov 9, 2020Nov 9, 2020

    • tinyTPU

      Public
      Implementation of a Tensor Processing Unit for embedded systems and the IoT.
      VHDL
      •
      Other
      •68•0•0•0•Updated Jan 5, 2019Jan 5, 2019