基于 CLIP 的本地图片搜索工具

English version

安装

windows 推荐使用 scoop 一键安装

scoop install https://raw.githubusercontent.com/flaribbit/imgfind/master/scoop/imgfind.json

android 可以使用 termux 下载最新 release 运行，其他系统目前只能自己编译。

使用方法

1. 为目录中的所有图片文件创建 embeddings，以便搜索：

./imgfind add 目录

2. 开启基于 web 的搜索页面

./imgfind serve 端口

编译问题

windows 需要设置环境变量 RUSTFLAGS=-Ctarget-feature=+crt-static

$env:RUSTFLAGS='-Ctarget-feature=+crt-static'

android 需要设置环境变量 RUSTFLAGS=-C target-feature=+fp16

export RUSTFLAGS='-C target-feature=+fp16'

模型

在 这里 下载模型，解压到 clip 目录中。

 .
├──  clip
│   ├──  model.safetensors
│   └──  tokenizer.json
└──  imgfind.exe

Local image search tool based on CLIP

Install

For windows users, it is recommend to use scoop

scoop install https://raw.githubusercontent.com/flaribbit/imgfind/master/scoop/imgfind.json

For android users, you can download latest release in termux. For other platforms, you may clone this repo and compile it yourself.

Usage

1. Create embeddings for images in somepath for search:

./imgfind add somepath

2. Start a web server on port for user interface:

./imgfind serve port

Model

Download model from here, then extract files into clip folder.

 .
├──  clip
│   ├──  model.safetensors
│   └──  tokenizer.json
└──  imgfind.exe

FAQ during build process

On windows you need to set env RUSTFLAGS=-C target-feature=+crt-static

$env:RUSTFLAGS='-C target-feature=+crt-static'

On android you need to set env RUSTFLAGS=-C target-feature=+fp16

export RUSTFLAGS='-C target-feature=+fp16'