Real-Time Image & Video Classification with FasterViT + PyTorch | Complete Tutorial скачать в хорошем качестве

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 Link for the post + code : https://eranfeit.net/how-to-use-faste... You can download the code here : https://eranfeit.lemonsqueezy.com/che... or here : https://ko-fi.com/s/49ad50f0c9 Link to the post for Medium users :   / how-to-use-fastervit-for-image-and-video-c...   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 :    • Visual Language Models tutorials 2025   You can find more image classification tutorials in this playlist :    • Image Classification with Vision Transform...   ~~~~~~~~~~~~~~~ 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/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 -   / eran_feit   📸 Instagram -   / eran_feit   ▶️ Subscribe -    / @eranfeit   🐙 Facebook -   / 3080601358933585   📝 Medium -   / feitgemel   ~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~ 🅿 Patreon -   / 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/a... Stream the music on Spotify: https://open.spotify.com/album/1dVyjw...