crespum / edge-ai
A curated list of resources for embedded AI
☆392Updated 2 weeks ago
Alternatives and similar repositories for edge-ai:
Users that are interested in edge-ai are comparing it to the libraries listed below
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆260Updated last year
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆379Updated this week
- This repository holds the Google Colabs for the EdX TinyML Specialization☆112Updated 3 months ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆79Updated 2 years ago
- This is a list of interesting papers and projects about TinyML.☆819Updated last month
- Arm Machine Learning tutorials and examples☆447Updated 2 months ago
- ☆215Updated last year
- ☆817Updated last year
- Notes on Machine Learning on edge for embedded/sensor/IoT uses☆261Updated this week
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆578Updated 2 years ago
- ☆237Updated last year
- Generate C code for microcontrollers from Python's sklearn classifiers☆191Updated 8 months ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆515Updated 10 months ago
- Portable C++ library for signal processing and machine learning inferencing☆82Updated 2 months ago
- Syllabus, schedule, resources etc. for TinyML study group☆49Updated 3 years ago
- This is the Arduino® compatible port of the AIfES machine learning framework, developed and maintained by Fraunhofer Institute for Microe…☆229Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆78Updated 4 years ago
- TFLite model analyzer & memory optimizer☆122Updated last year
- ☆11Updated 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
- CMSIS-NN Library