chrpro / MiniLearnLinks
On-Device Learning for Low-Power IoT Devices
☆14Updated 2 years ago
Alternatives and similar repositories for MiniLearn
Users that are interested in MiniLearn are comparing it to the libraries listed below
Sorting:
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆81Updated 4 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆609Updated last year
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆430Updated 2 months ago
- ☆988Updated last year
- ☆13Updated 2 years ago
- ☆239Updated 2 years ago
- ☆14Updated 2 years ago
- A scheme for privacy-preserving learning on Tiny Devices.☆46Updated 3 years ago
- ☆20Updated 5 years ago
- This is a list of interesting papers and projects about TinyML.☆938Updated last week
- Arm Machine Learning tutorials and examples☆476Updated last week
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆901Updated 11 months ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Updated 3 years ago
- The official implementation of TinyTrain [ICML '24]☆22Updated last year
- On-Device Training Under 256KB Memory [NeurIPS'22]☆494Updated last year
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆597Updated 3 months ago
- CMSIS-NN Library☆321Updated 2 weeks ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆113Updated 2 years ago
- [MobiSys 2020] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization☆15Updated 5 years ago
- A curated list of resources for embedded AI☆469Updated 2 months ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆48Updated 5 years ago
- Elastic Execution of a DNN Model Between Client and Server☆17Updated 6 years ago
- Efficient Decision tree Ensembles library for IoT edge nodes☆16Updated 8 months ago
- Syllabus, schedule, resources etc. for TinyML study group☆51Updated 4 years ago
- In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture video…☆183Updated 3 years ago
- ☆209Updated last year
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆359Updated last year
- This repo contains the code developed for my master thesis☆12Updated 3 years ago
- HW-PR-NAS is a single surrogate model trained to Pareto rank the architectures based on Accuracy, Latency and energy consumption☆14Updated 3 years ago
- zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation☆26Updated 4 years ago