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14 search results found

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Efficient Ai Backbones ⭐ 3,847

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Model Optimization ⭐ 1,445

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Awesome Automl And Lightweight Models ⭐ 647

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

Awesome Ai Infrastructures ⭐ 171

Infrastructures™ for Machine Learning Training/Inference in Production.

Microexpnet ⭐ 118

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images

Aquvitae ⭐ 88

Knowledge Distillation Toolkit

Dialog Nlu ⭐ 78

Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

Model Compression ⭐ 74

This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016

Awesome Computer Vision Resources ⭐ 70

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

Iss Rnns ⭐ 62

Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

Code for IJCAI2019 paper

Cnn Compression Performance ⭐ 24

A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks

Model Compression And Acceleration ⭐ 7

Model Compression and Acceleration.

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