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.
Code for the tutorial : https://ko-fi.com/s/85dad11f25
Link for the dataset : https://universe.roboflow.com/fractur...
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 : • Best Object Detection models
~~~~~~~~~~~~~~~ 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 - / eran_feit
📸 Instagram - / eran_feit
▶️ Subscribe - / @eranfeit
🐙 Facebook - / 3080601358933585
📝 Medium - / feitgemel
~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~
🅿 Patreon - / 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/a...
Stream the music on Spotify: https://open.spotify.com/album/1dVyjw...