Published indatatypeInstalling multiple CUDA + cuDNN versions in the same machine for Tensorflow and PytorchThis multiple CUDA versions arises when we need to do experiment on different deep learning projects on different Tensorflow, Pytorch…May 5, 2021May 5, 2021
Published indatatypeSuperResolution by Unet and customized feature lossUnet is one of the universal deep learning algorithm that can do multiple tasks well-enough and only need to change the input-output setup…Jan 13, 20201Jan 13, 20201
Published indatatypeRestricted Boltzmann Machine, a complete analysis. Part 3: Contrastive Divergence algorithmThis post will be a bit heavy math as usually it is hard to find a concrete writing to explain every steps of Contrastive Divergence…Jan 9, 2020Jan 9, 2020
Published indatatypeRestricted Boltzmann Machine, a complete analysis. Part 2: A Markov Random Field modelThis second post of the Restricted Boltzmann Machine is to explain about its core properties and establish fundamental tools/knowledge to…Jan 7, 20201Jan 7, 20201
Published indatatypeRestricted Boltzmann Machine, a complete analysis. Part 1: introduction & model formulationSomeday ago, my colleague asked me about RBM algorithm and what is the difference vs other learning algorithms. It is really interesting…Sep 12, 2018Sep 12, 2018
Published indatatypeTensorflow — day 1+2: High level APIsAfter 2 days of starting to touch the Tensorflow framework. I am starting to write my experience recap. Of course, it follows the tutorial…Feb 15, 2018Feb 15, 2018
Published indatatypeDeeplearning.ai CNN week 4: Special applicationsFace recognition/ Neural style transfer applicationFeb 8, 2018Feb 8, 2018
Published indatatypeDeeplearning.ai CNN week 3: Object detectionHeading to the YOLO algorithmFeb 6, 20181Feb 6, 20181
Published indatatypeDeeplearning.ai: CNN Week 2 — Convolutional Neural Network ArchitectureCase studies of CNNFeb 2, 2018Feb 2, 2018
Published indatatypeDeeplearning.ai: CNN week 1 — Convolutional Neural Network terminologyFrom edge filtering to convolutional filtersJan 31, 2018Jan 31, 2018
