List of Awesome Open Source Machine Learning Project Repos
Try this list of open-source project repositories to make your machine learning experience awesome
During this quarantine time, I found out about a few open-source machine learning repos with useful and entertaining content. So I decided to make it a list, that will help newbies and professionals to keep themselves entertained and learn about machine learning in the process.
1. DeOldify
This open-source project contains a deep learning model that has been trained to add high-quality colorization to grayscale images with amazing results. Simply put, the goal of this project is to colorize, restore, and give new life to old images and film footage.
By knowing what it is, you can use this to colorize old film footage or black&white photos from your childhood.
- Repo Link (10.4K ⭐)
2. Real-Time Voice Cloning
This deep learning software takes 5 seconds of somebody's voice and is able to clone the voice to generate arbitrary speech in real-time. It’s still in early stages where it works but doesn’t do emphasis or sort of sounds robotic.
It is a very cool and creepy open-source deep learning project that you can try out to clone someone’s voice.
- Repo Link (18K ⭐)
3. Face Recognition
World’s simplest face recognition library with a model that has an accuracy of 99.38% on the labeled faces in the wild benchmark. Which you can use to recognize and manipulate faces using python or from the command line.
From understanding how this works, you can do many customizations to build your own training model. I’ve developed a Real-Time Face Mask Detector using the principle from this Face Recognition system.