47 lines
1.3 KiB
Markdown
47 lines
1.3 KiB
Markdown
# ISAT with segment anything
|
||
# Image segmentation annotation tool with segment anything.
|
||
|
||
Quick annotate image by [segment anything](https://github.com/facebookresearch/segment-anything).
|
||
|
||
[中文](README.md) [English](README-en.md)
|
||
|
||
|
||
|
||
## INSTALL
|
||
### 1. 源码运行
|
||
```shell
|
||
# 创建虚拟环境
|
||
conda create -n ISAT_with_segment_anything python==3.8
|
||
conda activate ISAT_with_segment_anything
|
||
```
|
||
|
||
```shell
|
||
# Install Segment anything
|
||
git clone git@github.com:facebookresearch/segment-anything.git
|
||
cd segment-anything
|
||
pip install -e .
|
||
cd ..
|
||
```
|
||
|
||
```shell
|
||
# Install ISAT_with_segment_anything
|
||
git clone https://github.com/yatengLG/ISAT_with_segment_anything.git
|
||
cd ISAT_with_segment_anything
|
||
pip install -r requirements.txt
|
||
```
|
||
|
||
```text
|
||
# Download Segment anything pretrained checkpoint.
|
||
Download the checkpoint，and save in the path: ISAT_with_segment_anything/segment_any
|
||
checkpoint link：
|
||
https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth
|
||
https://dl.fbaipublicfiles.com/segment_anything/sam_vit_l_0b3195.pth
|
||
https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth
|
||
The checkpoint named sam_vit_h_4b8939 has best effect, but need more resources；
|
||
The checkpoint named sam_vit_b_01ec64 has poor effect, but need less resources；
|
||
```
|
||
|
||
```shell
|
||
# Run the software
|
||
python main.py
|
||
``` |