4 results found Sort:

microsoft
EdgeML microsoft
374
1.6k
other
88
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
cpp bonsai sensor emi-rnn fastrnn protonn pytorch fastgrnn microsoft classifier iot-device tensorflow edge-devices deep-learning edge-computing machine-learning microsoft-research edge-machine-learning resource-constrained-ml machine-learning-algorithms
Created 2017-08-02
890 commits to master branch, last one 2 years ago
Bisonai
awesome-edge-machine-learning Bisonai
51
261
other
23
A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
iot edge auto-ml pruning awesome-list quantization edge-deep-learning federated-learning edge-machine-learning efficient-architectures mobile-machine-learning embedded-machine-learning
Created 2019-06-27
53 commits to master branch, last one 2 years ago
RAIVNLab
STR RAIVNLab
11
89
apache-2.0
6
Soft Threshold Weight Reparameterization for Learnable Sparsity
cnn str icml icml2020 imagenet sparsity icml-2020 soft-thresholding learnable-sparsity resource-efficient efficient-inference edge-machine-learning sparsity-optimization soft-threshold-reparameterization
Created 2020-04-11
53 commits to master branch, last one 3 years ago
aws-samples
amazon-sagemaker-edge-defect-detection-computer-vision aws-samples
20
50
mit-0
5
Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker
ai ml aws sagemaker computer-vision machine-learning edge-machine-learning
Created 2021-06-30
50 commits to main branch, last one 5 months ago