How to Detect Bone Fracture using Deep Learning

In this video, we demonstrate how to implement Object Detection using YOLOv8 and Python, specifically for Detecting bone fractues. Follow along as we load a trained YOLO model, process images, and visualize both predictions and ground truth annotations. What you'll learn: How to import and utilize the YOLOv8 model from the Ultralytics library. How to load and interpret annotation data from a YAML file. How to train your YOLOv8 model with a custom teeth dataset. How to make predictions and draw bounding boxes around detected teeth. Link for the full post : https://eranfeit.net/how-to-train-yolov8-bone-fracture-detection-on-x-rays/ Code for the tutorial here : https://eranfeit.lemonsqueezy.com/buy/5ca38aa5-ddfb-42a6-b158-f15d6e3a40a3 or here : https://ko-fi.com/s/85dad11f25 Link for Medium users : https://medium.com/object-detection-tutorials/how-to-train-yolov8-bone-fracture-detection-on-x-rays-a3be5b3ec372 - Link for the dataset : https://universe.roboflow.com/fracture-uofxm/bone-fracture-detection-ivsy6/dataset/1 - You can find more computer vision tutorials in my blog page : https://eranfeit.net/blog/ - You can find more projects and tutorials in this playlist : https://www.youtube.com/playlist?list=PLdkryDe59y4bXa-1wOEAF4KljIMamhWd0 ~~~~~~~~~~~~~~~ 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 : [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 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ 00:00 Introduction 00:44 Installation 03:32 Download the dataset 09:24 Train 17:40 Predict a test image ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ #EranFeit #objectdetection #yolo ~~~~~~~~~~~~~~ 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