Custom Image Segmentation using Yolo V8 + Segment Anything Model (SAM)

Learn to develop a custom image segmentation using Yolo V8 and Segment Anything Model.
SAM - github.com/facebookresearch/segment-anything
Colab Notebook - colab.research.google.com/drive/1JoixCv20LXmq4ugu_3M8tqtSwCfaP5nC?usp=sharing
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[@mchulet]

very close to what I was looking for, Thank you

[@ShahestaAhmed-zy9tf]

Very helpful. Thank you

[@asfandiyar5829]

Thanks m8. Really useful content :)

[@ausawinieamsaard8078]

Thank you so much

[@vasu414]

god's work

[@AakashGoyal25]

Great content! Thank you! Can you also prepare a video to fine tune SAM on custom dataset?

[@shantilalzanwar8687]

Very nice tutorial, please keep up good work. If one need to detect overlap of child feet and wall, how you will detect it ?

[@mchulet]

Is it possible to extract area above neck region ?

[@mchulet]

can the background be made transparent rather than white pls ?

[@user-ml8qx1uk5x]

Is it possible to segment Yolov8's multi-class detection results?

[@rajkkapadia]

Yes it is possible...

[@user-ml8qx1uk5x]

@@rajkkapadiacan you make a toturial for that?😇

[@RajRaj-be9ei]

Can you make a video on yolov8+ SAM model for video segmentation

[@RajRaj-be9ei]

One additional thing is add deep sort algorithms for tracking also in Yolo nas model (YOLO NAS +SAM + Deep SORT)

[@Anton_Sh.]

Why not just use yolov8-seg instead ?

[@rajkkapadia]

It depends on the use case, I was just showing the capabilities of the SAM...

[@Anton_Sh.]

@@rajkkapadia I see.. Do you think SAM performs better than yolov8-seg for the segmentation task ?

[@rajkkapadia]

@@Anton_Sh. I have not accessed both of them in terms of performance, but I think SAM will have an upper hand in terms of the segmentation task of almost every object...