7 Exciting Real-World Python Projects From 2020

7 Exciting Real-World Python Projects From 2020

Popular GitHub repositories for the Python community

Python has been the most sought-after programming language for a while now.

Its English-like, easy-to-comprehend syntax and vast range of packages are perhaps the primary reasons for its ever-growing popularity. It’s no wonder, then, that aspiring software engineers, ML engineers, and data scientists look to find their footing with Python. This also means that we are never short on projects and libraries built using the language.

In the next few sections, we’ll walk through some of the most amazing and exciting real-world Python projects released in 2020. A few of these might seem trivial, while others will surprise you.

1. Depix

To start off, we have an interesting password-recovering Python tool. We’ve already seen how to de-blur faces or obfuscate sensitive information in images. This project brings a slight twist to those things by leveraging depixelization on images.

Specifically, the tool deciphers passwords from pixelized screenshots by using a linear box filter (deterministic algorithm). The idea is simple: Pixelize a search image (that acts as our lookup table) and compare it to the pixelized screenshot to find a matching pattern block by block.

From retrieving credit card numbers to passwords, the list of use cases where this project can be applied is limitless.

Example of depixelization

Source: Depix on GitHub

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