milvus image retrieval

本文主要是介绍milvus image retrieval，希望对大家解决编程问题提供一定的参考价值，需要的开发者们随着小编来一起学习吧！

以图搜图

安装部署

sudo docker pull milvusdb/milvus:0.11.0-gpu-d101620-4c44c0

启动

sudo docker run --name milvus_gpu_0.11.0 \-p 19530:19530 \-p 19121:19121 \-v /home/$USER/milvus/db:/var/lib/milvus/db \-v /home/$USER/milvus/conf:/var/lib/milvus/conf \-v /home/$USER/milvus/logs:/var/lib/milvus/logs \-v /home/$USER/milvus/wal:/var/lib/milvus/wal \milvusdb/milvus:0.11.0-gpu-d101620-4c44c0 

 mkdir -p /home/$USER/milvus/confcd /home/$USER/milvus/confwget https://raw.githubusercontent.com/milvus-io/milvus/0.11.0/core/conf/demo/milvus.yaml

# vim /home/$USER/milvus/conf/milvus.yaml
general:timezone: UTC+8meta_uri: mysql://root:123456@47.115.0.96:3306/milvusgpu:                                                                                                                                                                                      enable: true                                                                                                                                                                            cache_size: 1GB                                                                                                                                                                         gpu_search_threshold: 1000                                                                                                                                                              search_devices:                                                                                                                                                                         - gpu0build_index_devices:- gpu0

安装UI界面

docker pull milvusdb/milvus-em:v0.5.0

sudo docker run -d -p 3000:80 -e API_URL=http://192.168.1.124:3000 milvusdb/milvus-em:v0.5.0	

访问地址：http://192.168.1.124:3000/

启动 pic-search-webserver

源码编译

git clone https://github.com/milvus-io/bootcamp.git
cd bootcamp / solutions / pic_search / webserver
# Build image
docker build -t pic-search-webserver.
# View the generated image
docker images | grep pic-search-webserver

Or

sudo docker pull milvusbootcamp/pic-search-webserver:0.10.0

sudo docker run \
-v /data2/syh/c118_cut:/tmp/pic1 \
-p 35000:5000 -e "DATA_PATH=/tmp/images-data" \
-e "MILVUS_HOST=192.168.1.124" milvusbootcamp/pic-search-webserver:0.10.0

sudo docker run \
-v /data2/syh/c118_cut_sample:/tmp/pic1 \
-p 35000:5000 -e "DATA_PATH=/tmp/images-data" \
-e "MILVUS_HOST=192.168.1.124" milvusbootcamp/pic-search-webserver:0.10.0

启动 pic-search-webclient

源码编译

git clone https://github.com/milvus-io/bootcamp.git
cd bootcamp / solutions / pic_search / webclient
# Build image
docker build -t pic-search-webclient.
# View the generated image
docker images | grep pic-search-webclient

Or

docker pull milvusbootcamp/pic-search-webclient:0.2.0

sudo docker run --name zilliz_search_images_demo_web  --rm -p 8001:80 \
-e API_URL=http://192.168.1.124:35000 \
milvusbootcamp/pic-search-webclient:0.2.0

访问地址：http://192.168.1.124:8001/

参考

Milvus source code: https://github.com/milvus-io/milvus
Milvus official website: https://milvus.io/
Milvus Bootcamp: https://github.com/milvus-io/bootcamp
Milvus Slack community: http://milvusio.slack.com/

深度学习之以图搜图
【专知荟萃15】图像检索Image Retrieval知识资料全集（入门/进阶/综述/视频/代码/专家，附PDF下载）

基于 Milvus 和 VGG 实现以图搜图

Milvus × VGG: Building a Content-based Image Retrieval System

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