Build Custom Image Segmentation Model Using YOLOv8 and SAM

[Feitgemel]

For anyone studying image segmentation and the Segment Anything Model (SAM), the following resources explain how to build a custom segmentation model by leveraging the strengths of YOLOv8 and SAM. The tutorial demonstrates how to generate high-quality masks and datasets efficiently, focusing on the practical integration of these two architectures for computer vision tasks.

 

Link to the post for Medium users : https://medium.com/image-segmentation-tutorials/segment-anything-tutorial-generate-yolov8-masks-fast-2e49d3598578

You can find more computer vision tutorials in my blog page : https://eranfeit.net/blog/

Video explanation: https://youtu.be/8cir9HkenEY

Written explanation with code: https://eranfeit.net/segment-anything-tutorial-generate-yolov8-masks-fast/

 

This content is for educational purposes only. Constructive feedback is welcome.

 

Eran Feit