🚀 Master Image Classification with ConvNext in Python! 🚀
In this tutorial, we’ll explore ConvNeXt, a powerful deep learning model for image classification. Using PyTorch and the timm library, we’ll walk through the entire process—from loading a pretrained ConvNeXt model to transforming images, running inference, and displaying predictions.
🔹 What You’ll Learn:
✅ How to use ConvNext for image classification
✅ How to load and preprocess images using Torchvision
✅ How to run inference with a pretrained ConvNext model
✅ How to visualize predictions
Code for the tutorial : https://ko-fi.com/s/12458132a1
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 classification tutorials in this playlist : https://www.youtube.com/watch?v=8k6oNjl2EgE&list=PLdkryDe59y4aytIPjci6_fn3B1-QuM-Oh
~~~~~~~~~~~~~~~ recommended courses and books ~~~~~~~~~~~~~~~
A perfect course for learning modern Computer Vision with deep dive in TensorFlow , Keras and Pytorch . You can find it here : http://bit.ly/3HeDy1V
I also recommend this book, https://amzn.to/44GnlLW : "Make Your Own Neural Network - An In-depth Visual Introduction For Beginners ".
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
☕ Buy me a coffee - https://ko-fi.com/eranfeit
🖥️ Email : feitgemel@gmail.com
🌐 https://eranfeit.net
🤝 Fiverr : https://www.fiverr.com/s/mB3Pbb
🐦 Twitter - https://twitter.com/eran_feit
📸 Instagram - https://www.instagram.com/eran_feit/
▶️ Subscribe - youtube.com/@eranfeit?sub_confirmation=1
🐙 Facebook - https://www.facebook.com/groups/3080601358933585
📝 Medium - https://medium.com/@feitgemel
~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~
🅿 Patreon - https://www.patreon.com/EranFeit
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
#EranFeit #Visiontransformers #ConvNext
~~~~~~~~~~~~~~ Chapters ~~~~~~~~~~~~~
00:00 Introduction
01:21 Installation
03:35 Let's code
~~~~~~~~~~~~~~ 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