# ImageVectorVault

**Repository Path**: mferry/image-vector-vault

## Basic Information

- **Project Name**: ImageVectorVault
- **Description**: 图片向量提取并查重
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-02-24
- **Last Updated**: 2025-03-05

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 图片向量服务
支持图片特征提取并存储到向量库，最终进行图片的快速查重

*技术框架版本(fastapi+torch+milvus)：*
1. torch==2.3.1+cpu
2. torchvision==0.18.1+cpu
-f https://download.pytorch.org/whl/torch_stable.html
2. timm~=1.0.15 
3. pillow~=11.1.0 
4. numpy~=2.2.3 
5. pymilvus~=2.5.4 
6. scikit-learn~=1.6.1 
7. fastapi~=0.115.8 
8. pydantic~=2.10.6
9. requests~=2.32.3 
10. python-multipart==0.0.20 
11. uvicorn~=0.34.0