ISAT_with_segment_anything_backend

Support ISAT to use remote server for SAM encoding

Deploy isat-sam-backend to a remote server.

Run isat-sam on the local machine and connect to the remote server to perform sam encoding.

Use

install

• Create a conda environment(recommended, optional)

# create environment
conda create -n isat_backend_env python=3.8

# activate environment
conda activate isat_backend_env

• Install

pip install isat-sam-backend

• Run

The feature map of the SAM HQ model is too large, don`t use it on remote server.

# default model: mobile_sam.pt
# default host: 127.0.0.1 
# default port: 8000

isat-sam-backend --checkpoint [model_name] --host [ip] --port [port]

Model manage

• list model

isat-sam-backend model --list

• download model

isat-sam-backend model --download [model_name]

• remove model

isat-sam-backend model --remove [model_name]