Before You Train a U-Net… Watch This! | Car Segmentation tutorial

🚨 Before You Train a U-Net… Watch This car segmentation tutorial 🚨

If you're planning to build a U-Net model for image segmentation, STOP — and watch this first.
In this step-by-step Python tutorial, I walk you through a complete U-Net project, from dataset preparation to training and testing, using PyTorch.
You'll learn how to:

✅ How to build a U-Net model from scratch
✅ How to train your model on the Carvana segmentation challenge
✅ How to run inference on single image
✅ How to run inference on multiple test images

Code for the tutorial : https://ko-fi.com/s/45035f170b

You can find more computer vision tutorials in my blog page : https://eranfeit.net/blog/

You can find more Visual Language models tutorials tutorials in this playlist : https://www.youtube.com/playlist?list=PLdkryDe59y4a2PRJda-Z7M7Sod7uQKT2d

You can find more image Segmentation tutorials in this playlist : https://www.youtube.com/playlist?list=PLdkryDe59y4a0mid6wHQVeg-GDytXYv2F

~~~~~~~~~~~~~~~ recommended courses and books ~~~~~~~~~~~~~~~
🚀 Want to get started with Computer Vision or take your skills to the next level ?

If you’re just beginning, I recommend this step-by-step course designed to introduce you to the foundations of Computer Vision : https://trk.udemy.com/9LoE7E

If you’re already experienced and looking for more advanced techniques, check out this deep-dive course : https://trk.udemy.com/EEDyMD

I also recommend this book, https://amzn.to/3GBMNLC : "Practical Machine Learning for Computer Vision" by Oreilly
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~~~~~~~~~~~~~~ Chapters ~~~~~~~~~~~~~
00:00 Introduction and Demo
03:33 Installation
08:14 Build the U-net model
14:34 Build the mode + training
27:27 Run inference on single image
33:44Run inference on multiple test images
~~~~~~~~~~~~~~ Credits ~~~~~~~~~~~~~
Music by Vincent Rubinetti
Download the music on Bandcamp: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown
Stream the music on Spotify: https://open.spotify.com/album/1dVyjwS8FBqXhRunaG5W5u

Видео Before You Train a U-Net… Watch This! | Car Segmentation tutorial канала Eran Feit