Real-Time Image & Video Classification with FasterViT + PyTorch | Complete Tutorial

🎯 In this tutorial, you'll learn how to use the powerful FasterViT Transformer model for both image and video classification using PyTorch! We'll walk through a complete Python implementation — loading a pre-trained FasterViT model, preprocessing input data, performing inference, and displaying classification results on both images and video frames. This is a great way to explore real-time computer vision using fast and efficient Vision Transformers. 🔥 What You’ll Learn: ✅ How to load and use the FasterViT model ✅ Preprocessing images and video frames for classification ✅ Visualizing top predictions with class labels and probabilities ✅ Building a real-time video classification app with OpenCV Code for the tutorial : https://ko-fi.com/s/49ad50f0c9 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 : [email protected] 🌐 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 #Faster_vit ~~~~~~~~~~~~~~ Chapters ~~~~~~~~~~~~~ 00:00 Introduction and Demo 03:08 Installation 07:05 Image classification using Faster Vision 17:06 Video classification using Faster Vision ~~~~~~~~~~~~~~ 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