Deeplearning.ai: CNN week 1 — Convolutional Neural Network terminology

From edge filtering to…

Restricted Boltzmann Machine, a complete analysis. Part 1: introduction & model formulation

Someday ago, my colleague asked me about RBM algorithm and what is the difference vs other learning algorithms. It is really interesting about this algorithm as Netflix used…

Getting started with Torch and Lua language

Introduction: Torch is a scientific computing framework which is based on LuaJIT (Lua just in-time compiler) and of we will code in Lua language.

Particularly, Torch is more favorable in the research community as readable source…

Deeplearning.ai CNN week 3: Object detection

Heading to the YOLO algorithm

• Classification vs Localization vs Dectection?

Deeplearning.ai: CNN Week 2 — Convolutional Neural Network Architecture

Case studies of CNN

Tensorflow — day 1+2: High level APIs

After 2 days of starting to touch the Tensorflow framework. I am starting to write my experience recap. Of course, it follows the tutorial of tensorlow but I try to make figures and important points for new comers as me (simple/easier to understand).

Deeplearning.ai CNN week 4: Special applications

Face recognition/ Neural style transfer application

Into the Torch

There are many available tutorial for Torch in the internet. After confusing to choose the material, this is my final collection to learn Torch as fast as possible.

My learning paths:

• Two first videos of the playlist “Torch video tutorial”…