microsoft / EdgeMLLinks
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
☆1,660Updated last year
Alternatives and similar repositories for EdgeML
Users that are interested in EdgeML are comparing it to the libraries listed below
Sorting:
- TinyML AI inference library☆1,902Updated 8 months ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆600Updated 6 months ago
- ☆1,073Updated 2 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆271Updated 2 years ago
- Compiler for Neural Network hardware accelerators☆3,326Updated last year
- Embedded Learning Library☆2,301Updated last year
- Embedded and mobile deep learning research resources☆761Updated 2 years ago
- This is a list of interesting papers and projects about TinyML.☆977Updated last month
- Fast & Simple Resource-Constrained Learning of Deep Network Structure☆1,032Updated last week
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆922Updated last year
- A domain specific language to express machine learning workloads.☆1,765Updated 2 years ago
- A curated list of resources for embedded AI☆498Updated 3 weeks ago
- Arm Machine Learning tutorials and examples☆481Updated this week
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆443Updated 3 weeks ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,550Updated 6 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,939Updated 2 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆648Updated last year
- An Open-Source Library for Training Binarized Neural Networks☆724Updated last year
- Arm NN ML Software.☆1,296Updated 2 weeks ago
- A uniform interface to run deep learning models from multiple frameworks☆940Updated 2 years ago
- This repository holds the Google Colabs for the EdX TinyML Specialization☆131Updated 8 months ago
- ☆26Updated 4 years ago
- nGraph has moved to OpenVINO☆1,346Updated 5 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,991Updated 5 years ago
- ThunderSVM: A Fast SVM Library on GPUs and CPUs☆1,619Updated last year
- oneAPI Deep Neural Network Library (oneDNN)☆3,960Updated this week
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆616Updated 2 years ago
- Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.☆484Updated 2 months ago
- A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.☆1,562Updated this week
- A Hyperparameter Tuning Library for Keras☆2,917Updated 2 months ago