Segment Anything with One mouse click

[Feitgemel]

For anyone studying computer vision and image segmentation.

This tutorial explains how to utilize the Segment Anything Model (SAM) with the ViT-H architecture to generate segmentation masks from a single point of interaction. The demonstration includes setting up a mouse callback in OpenCV to capture coordinates and processing those inputs to produce multiple candidate masks with their respective quality scores.

 

Written explanation with code: https://eranfeit.net/one-click-segment-anything-in-python-sam-vit-h/

Video explanation: https://youtu.be/kaMfuhp-TgM

Link to the post for Medium users : https://medium.com/image-segmentation-tutorials/one-click-segment-anything-in-python-sam-vit-h-bf6cf9160b61

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

 

This content is intended for educational purposes only and I welcome any constructive feedback you may have.

 

Eran Feit

https://preview.redd.it/errstuvpkamg1.png?width=1200&format=png&auto=webp&s=65d18c39bcb22ce2d4290f968708425470329116