crespum / edge-ai
A curated list of resources for embedded AI
☆369Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for edge-ai
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆358Updated 3 weeks ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆252Updated last year
- This is a list of interesting papers and projects about TinyML.☆766Updated this week
- Arm Machine Learning tutorials and examples☆437Updated last month
- ☆765Updated 11 months ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆480Updated 7 months ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆563Updated 2 years ago
- Notes on Machine Learning on edge for embedded/sensor/IoT uses☆250Updated last week
- CMSIS-NN Library☆208Updated last week
- TinyML Cookbook, published by Packt☆241Updated last year
- This repository holds the Google Colabs for the EdX TinyML Specialization☆109Updated 2 weeks ago
- ☆201Updated last year
- This is the Arduino® compatible port of the AIfES machine learning framework, developed and maintained by Fraunhofer Institute for Microe…☆222Updated 9 months ago
- A scheme for privacy-preserving learning on Tiny Devices.☆41Updated 2 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆808Updated 4 months ago
- Syllabus, schedule, resources etc. for TinyML study group☆46Updated 3 years ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆77Updated 2 years ago
- Generate C code for microcontrollers from Python's sklearn classifiers☆186Updated 5 months ago
- Portable C++ library for signal processing and machine learning inferencing☆78Updated 3 weeks ago
- 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)☆151Updated 3 years ago
- Machine Learning inference engine for Microcontrollers and Embedded devices☆514Updated 3 months ago
- FInd arena size for TensorFlow Lite models☆27Updated last year
- 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
- Eloquent interface to Tensorflow Lite for Microcontrollers☆298Updated 4 months ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆76Updated 3 years ago
- ☆11Updated last year
- ☆186Updated 4 months ago
- TinyML AI inference library☆1,729Updated 2 weeks ago
- TinyML example showing how to do anomaly detection with Python and Arduino☆135Updated 4 years ago
- C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/☆50Updated 11 months ago