How I Trained Mask R-CNN for Lung Segmentation скачать в хорошем качестве

How I Trained Mask R-CNN for Lung Segmentation

🎯 Train a Custom Mask R-CNN for Lung Segmentation (Step-by-Step) In this tutorial, I’ll show you how to train your own Mask R-CNN model for lung segmentation using a custom medical dataset—all in PyTorch! We’ll go from raw images and masks to a trained deep learning model that predicts lung regions from chest scans. 🔥 Whether you’re into medical imaging, deep learning, or just want to build your own AI from scratch, this is the full pipeline you’ve been looking for. 🚀 What You’ll Learn: ✅ How to preprocess a medical image dataset with masks ✅ How to train Mask R-CNN with transfer learning using ResNet-50 ✅ How to use PyTorch's built-in models from torchvision ✅ How to run inference and visualize segmentation masks ✅ How to save and load models for production use Code for the tutorial : https://ko-fi.com/s/c96b518841 Send me an email for the dataset ! 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 Segmentation tutorials in this playlist :    • Image segmentation tutorials 2025   ~~~~~~~~~~~~~~~ recommended courses and books ~~~~~~~~~~~~~~~ 🚀 Want to get started with Computer Vision or take your skills to the next level ? Great Interactive Course : "Deep Learning for Images with PyTorch" here : https://datacamp.pxf.io/zxWxnm 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 ~~~~~~~~~~~~~~~ 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 #imagesegmentation #MaskR-CNN ~~~~~~~~~~~~~~ Chapters ~~~~~~~~~~~~~ 00:00 Introduction and Demo 03:49 Installation 06:44 Prepare the data 14:30 Build and train the MaskR-CNN 21:20 Test the model ~~~~~~~~~~~~~~ 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...