Suggestion - Integrate MobileSAM into the pipeline for lightweight and faster inference

[mdimtiazh]

Reference: https://github.com/ChaoningZhang/MobileSAM

Our project performs on par with the original SAM and keeps exactly the same pipeline as the original SAM except for a change on the image encode, therefore, it is easy to Integrate into any project.

MobileSAM is around 60 times smaller and around 50 times faster than original SAM, and it is around 7 times smaller and around 5 times faster than the concurrent FastSAM. The comparison of the whole pipeline is summarzed as follows:

Best Wishes,

Qiao

[kadirnar]

Hi @mdimtiazh , it would be great to add this library. Do you want to add this? We can help you.

[DiamondGlassDrill]

A little eye opener that might make u happy.

From MobileSam Webpage:
❤️ How to Adapt from SAM to MobileSAM? Since MobileSAM keeps exactly the same pipeline as the original SAM, we inherit pre-processing, post-processing, and all other interfaces from the original SAM. The users who use the original SAM can adapt to MobileSAM with zero effort, by assuming everything is exactly the same except for a smaller image encoder in the SAM.