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Serving Segment Anything Web demo

Description

segment anything model (SAM) that can reduce the resources of the server by meta. You can get image embedding in a single inference and do all the segmentation of the image on the client side. I implemented the click and hover of this model using gradio and web. And I've dockerized it so you can quickly test it out.

Demo video

Segment-Everything web demo (youtube)

1.mp4

Task

  • Implementation Segment Anything Model image embedding API (Done)
  • Implementation Segment Anything Model using Gradio (Done)
  • Create frontend UI for SAM ( Hover, Click inference ) (Done)
  • Create triton and inference server
  • Dockerize server
  • Create Docker compose

How to use

Server run

make run-server

Gradio run

make run-gradio
http://localhost:7860

Web run

make run-web
http://localhost:8889

References