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GitHub topics: efficient-architectures

Bisonai/awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

Language: Python - Size: 135 KB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 260 - Forks: 51

mehtadushy/SelecSLS-Pytorch

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

Language: Python - Size: 108 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 331 - Forks: 44

Related Keywords
efficient-architectures 2 pruning 2 sparsity 1 siggraph 1 pytorch-implementation 1 pytorch 1 imagenet 1 efficient 1 deep-learning 1 cvpr2019 1 cnn 1 quantization 1 mobile-machine-learning 1 iot 1 federated-learning 1 embedded-machine-learning 1 edge-machine-learning 1 edge-deep-learning 1 edge 1 awesome-list 1 auto-ml 1