Category:Deep Learning

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FashionAI ✓ + Mask R-CNN × Reading Re-ID papers ✓ MedicalImaging ✓ LSTM+GAN Update blog’s theme 2018-05-30 Update Online Real-Time Experimental Monitoring Platform Multi-Experiment (GPU) Task Scheduling SSH Reverse Proxy ✓

Machine Learning & Deep Learning Nearly Three Years Cited Most Topics Top 20, Image Recognition, GAN And So On

Reprinted from here and translated by translate.google.cn. Deep learning has made a lot of amazing progress in recent years, and some of the important research papers may lead to a technological breakthrough in billions of people. This paper has collected 20 papers on the most important (most cited) of machine learning and deep learning since 2014, The authors include Hinton,……

Build Deep Learning Environment

Recently took an environment (Ubuntu14.04, CUDA8.0, cuDNN5.1, Torch7, zbs_torch) again. After installing Ubuntu14.04, first install CUDA8.0, followed by cuDNN5.1, followed by Torch7, and finally zbs_torch. CUDA8.0:In order to install CUDA8.0, to uninstall the system comes with the graphics driver as sudo apt-get remove xserver-xorg-video* In the official website to download the latest version of CUDA deb package (here is cuda-repo-ubuntu1404-8-0-local_8.0.44-1_amd64.deb),……

Two Month Entry Deep Learning Plan

1. Learn the basics of deep learning Reference: http://blog.csdn.net/zouxy09/article/details/8775360/ (Chinese, 11 topics, suitable for entry) http://www.cnblogs.com/tornadomeet/archive/2013/03/14/2959138.html (Chinese, very detailed, 51 topics, suitable for improvement) http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Tutorial (English, authoritative material) http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=DeepLearning(English video material) 2. Learn the deep learning typical methods Including: AutoEncoder, Sparse Coding, Restricted Boltzmann Machine, Deep Brief Networks, Convolutional Neural Networks and so on. 3. Programming and reproducing the typical……