This is a guide to make deep learning less messy and hopefully give you a way to use less tissues next time you code.

Sad robot image

Checklist

If you can answer yes to most of them. Read. Or cry. Your choice of course.

  • Do you work with deep learning models?
  • Why are there…

Imagine this. You have a 6 page paper in front of you. Something with a long and scary title. Maybe some crazy equations. (Yes math oops). Woah now you see endless text. Oh lord is that a graph which makes no sense?! Yes. Why why why!!

Yay! you just made an awesome project. Now you want to let the whole world use it! But wait, what about the requirements? You of course want to make sure that your dear users don’t have to manually go hunting for each dependency right? …

Pull to refresh. Swipe to refresh. Swipe up. Scroll. Scroll. Pull. Scroll.
Sounds like a typical day? Me too. But why does it all happen? Why do we keep doing the same things, looking for the same things to happen. Even more so these days when almost all of us…

Ever made a library, added documentation and then thought “Ugh I need to make this into a website so my users can see whats there. Why is it so much work?”. Here is the solution to your problems. (No fixes for demotivation sorry)

Note: This only works for Python code…

Over the past few centuries, civilization has progressed rapidly but at the cost of our environment. Illegal deforestation as well as hunting is at an all-time high due to the current situation and human greed. Can we make a humble effort to save our forests using deep learning? …

Do you use social media? Ever sent someone a picture and when you look at it later you find that the image is so bad in quality? What if you could reverse that?

What if

The main objective -> Take an image and upsample it by 3x (That means if an image…

Want the smarts machine learning offers? That is awesome, but how secure is your data there really? And what if you could have the benefits without there being a chance of your data being leaked? We will have a look at Federated Learning and understand how it works. …

Why we ignore the magic of some layers in a neural network, and how to understand them better + 9 takeaways from an extremely interesting paper.

Batch Norm is one of the most widely used layers in a neural network. Ever since it came out, it became possible to train…

How smart are neural networks? And can we break them and fool them into doing dumb things?

Our friend Termy

Today we have a special guest. His name is Termy, he is a friendly robot from the year 2025. What is cool about him is that he has an AI and a really…

Subhaditya Mukherjee

I am a dreamer and coder. Using my computer to get my thoughts to reality and trying to make the world better, one smile at a time :)

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