chrpro / MiniLearn
On-Device Learning for Low-Power IoT Devices
☆12Updated last year
Alternatives and similar repositories for MiniLearn:
Users that are interested in MiniLearn are comparing it to the libraries listed below
- In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture video…☆162Updated 2 years 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
- Syllabus, schedule, resources etc. for TinyML study group☆49Updated 3 years ago
- This repository holds the Google Colabs for the EdX TinyML Specialization☆112Updated 3 months ago
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆379Updated this week
- ☆216Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆78Updated 4 years ago
- ☆11Updated last year
- NNStreamer pipeline examples for NXP platforms☆12Updated 2 months ago
- A curated list of resources for embedded AI☆392Updated 2 weeks ago
- A plain C library for machine learning on edge devices☆13Updated 2 years ago
- zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation☆24Updated 3 years ago
- A scheme for privacy-preserving learning on Tiny Devices.☆43Updated 3 years ago
- This is a list of interesting papers and projects about TinyML.☆819Updated last month
- Remote source nodes for NNStreamer pipelines without GStreamer dependencies☆16Updated 3 weeks ago
- ☆195Updated last year
- Elastic Execution of a DNN Model Between Client and Server☆17Updated 5 years ago
- This repository holds the Appendix Documents for the EdX TinyML Specialization☆70Updated 9 months ago
- [UbiComp 2020] Intermittent Learning: On-Device Machine Learning on Intermittently Powered System☆11Updated 4 years ago
- ☆25Updated 3 years ago
- Arm Machine Learning tutorials and examples☆447Updated 2 months ago
- NNtrainer is Software Framework for Training Neural Network Models on Devices.☆151Updated this week
- [MobiSys 2020] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization☆16Updated 4 years ago
- TSCH-Sim — a fast TSCH simulator☆22Updated last year
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆105Updated 3 years ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆79Updated 2 years ago
- ☆822Updated last year
- Experimental deep learning framework written in Rust☆14Updated 2 years ago
- ☆238Updated last year
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆260Updated last year