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efficient-architectures

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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".

sparsity deep-learning efficient cnn pytorch imagenet pruning siggraph pytorch-implementation cvpr2019 efficient-architectures

Updated Jul 23, 2020
Python

Bisonai / awesome-edge-machine-learning

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

iot edge awesome-list pruning quantization auto-ml edge-machine-learning federated-learning embedded-machine-learning mobile-machine-learning efficient-architectures edge-deep-learning

Updated Apr 18, 2020
Python

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