I've been using LayoutLM in my working place too, I'm extracting information from ID Card and I use LayoutLM as my last network in my pipeline. Thanks, for writing this article.


Python Programming

Ten examples of pythonic code style that will make your life easier as a python programmer

Photo by Chris Ried on Unsplash

Pythonic code style is saved my time and make my profession as machine learning engineer and web developer easier to live. Before I knew how to write pythonic code, my code is mess and more like Java-style than python itself. I still can't move on from Java-style code, java really influences my style code in every programming language. But after I knew how to write an elegant python code or pythonic code, everything looks cleaner, easier to read, and lots of things start to shine.

My background in programming starts with learning pascal in my senior high school. After learning…


Machine Learning and Deep Learning Framework

PyTorch Lightning will automate your neural network training while staying your code simple, clean, and flexible. If you’re a researcher you will love this!

Image Created By Author, Source of Background and Logo from PyTorch and PyTorch Lightning Official Site

PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. it helps you to scale your models and write less boilerplate while maintaining your code clean and flexible to scale up. Its help researchers more to focus to solve the problem than writing engineering code.

I’ve been using PyTorch since 2 years ago, I start to use PyTorch from version 0.3.0. Before I use PyTorch, I use Keras for my Deep Learning Framework, but then I start to switch to PyTorch because of several reason. If you want to know my reason just check this article below.

Since I’ve been…


Machine Learning and Deep Learning Frameworks

PyTorch, the most usage deep learning frameworks in research and soon it will catch up in production without you notice it

Image edited by Author for the icon taken from the official site of PyTorch and Keras

The war between Deep Learning Frameworks is still on fire, which one that will gain more masses, it will be the next game-changer for the deep learning community in future. The loser one will fade in if they can’t survive by giving the best solution for the deep learning community and the world.

The first framework of Deep Learning that I’ve used is Keras, it’s very easy to build, very easy to learn and very easy to use to start an artificial neural network. …


Writing Tips

If you are new to writing, probably you will face this problem

Photo by Aaron Burden on Unsplash

The feeling of fear by the judgment of others always succeed to make people stop to write. The fear is freezing the brain and make it stop to work. If you feel this then you are not alone, most people have this problem including me when they start to write.

When I start to write, there is much doubt inside myself, that doubt comes from fear of being judge by the reader. Here is some of question or statement that can make you stop to write.

  • I’m not good enough to write
  • I don’t know the best way to write


Self Improvement and Motivation

There is a currency for every goal you want to achieve, one of them is a failure.

Photo by whoislimos on Unsplash

Failure is a part of life that many people including me hate it very much, it makes you fear, sad and angry with the reality you face when it happens. Yes, it’s part of life that makes people stop to move toward their goals because they are to fear to feel that emotion, they are fear to feel the pain of failure.

The pain makes people stop to continue their journey in the way of their success, they choose to stop, so that’s why it becomes a real failure. And then they make an early conclusion about what’s happening by…


This markdown editor will make you replace your old text editor

Image Screenshot By Author from Typora.io

In Sunday afternoon, I was trying to find the most simple apps to edit the markdown file. I plan to edit some of my Github repositories but without opening PyCharm IDE that will eat a lot of my memory. So I decided to search in google with keyword “markdown editor ubuntu” and in the top of the search suggestion image, there was typora in the left. As for the other image that showed up in that picture like Atom, Sublime Text, I’ve been using it and I know they are not simple enough for me.


The ego of the college lecturer is the unseen wall that makes student loss their comfort and motivation to learn

Image by Dave Web from Unsplash

Being a student at the university has been the world standard for people to get a job in a competitive world today. But, there is an unseen wall (psychological wall) from things around the education system today that can stop, or even kill student motivation to learn. One of the biggest unseen walls in my experience as a student is The Ego of The Lecturer.

Before we dig deeper into the ego lecturer as the unseen wall, let’s talk about the motivation first, and then the process of learning to acquire knowledge. After that, we can talk about student motivation…


The flow and the balance of two opposite thing

Life with its complicated situation and condition, with all the good thing and the bad thing that happen inside of it, is a university, I call it university of life. Yes, it is a university for our mind, heart and body to learn. It provides you with two sides of view, bad or good, rich or poor, smart or stupid, right or wrong, and etc. Because life has two sides, that makes you understand the thing inside it. Because for a thing to emerge in this life it must consist of two opposite thing, or let say a pair for…


Self Improvement, Personality and Psychology

The five-factor model that has been proven by the research scientist in psychology to be the most accurate way to test your personality

Image is taken from Adioma Blog

The first time I know about the big five personality trait as psychometric was from Jordan Petterson youtube video on the internet. Before I knew about The Big Five, I was testing my personality trait on 16personalities.com that based on Carl Jung theory about personality, and I satisfied with the result. But this “new personality trait test” for me was more practical to predict people on their behaviour on the social world, so I decided to dig deeper about this topic more by following Jordan Peterson online course Discovering Personality. What I was found then, the big five personality trait…

Erfandi Maula Yusnu, Lalu

Remote Worker · Deep Learning Engineer · Web Developer · Teacher · Course Trainer · Archery Coach · Psychology Student · LinkedIn http://bit.ly/lDnUnE

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