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🎯 Instance Segmentation with Mask R-CNN in Python — Full Tutorial! In this tutorial, we’ll walk step-by-step through building a powerful instance segmentation pipeline using Mask R-CNN, PyTorch, and OpenCV — all in Python! You’ll learn how to: ✅ Load a pretrained Mask R-CNN model from torchvision ✅ Run instance segmentation on any image (local or URL) ✅ Apply colored masks and bounding boxes to detected objects ✅ Display and save the final segmented image with OpenCV ✅ Use the full list of COCO classes for object labels No dataset needed. No training required. We’ll use a pretrained model and focus purely on running inference and visualizing results — great for beginners and quick prototypes! Code for the tutorial : https://ko-fi.com/s/f81a9dab99 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 02:36 Installation 05:29 Let's start coding ~~~~~~~~~~~~~~ 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...