https://github.com/yatenglg/isat_with_segment_anything_backend
Support ISAT to use remote server for SAM encoding.
https://github.com/yatenglg/isat_with_segment_anything_backend
Last synced: 29 days ago
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Support ISAT to use remote server for SAM encoding.
- Host: GitHub
- URL: https://github.com/yatenglg/isat_with_segment_anything_backend
- Owner: yatengLG
- Created: 2025-04-23T10:43:36.000Z (6 months ago)
- Default Branch: master
- Last Pushed: 2025-06-06T08:52:13.000Z (4 months ago)
- Last Synced: 2025-06-06T09:34:55.612Z (4 months ago)
- Language: Python
- Homepage:
- Size: 35.3 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
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)
```shell
# create environment
conda create -n isat_backend_env python=3.8
# activate environment
conda activate isat_backend_env
```
- Install
```shell
pip install isat-sam-backend
```
- Run
**The feature map of the SAM HQ model is too large, don`t use it on remote server.**
```shell
# 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
```shell
isat-sam-backend model --list
```
- download model
```shell
isat-sam-backend model --download [model_name]
```
- remove model
```shell
isat-sam-backend model --remove [model_name]
```