{"id":18538091,"url":"https://github.com/bigmb/mb_milvus","last_synced_at":"2025-04-09T17:37:17.636Z","repository":{"id":45546380,"uuid":"395618788","full_name":"bigmb/mb_milvus","owner":"bigmb","description":"Image Similarity search build on Milvus ","archived":false,"fork":false,"pushed_at":"2023-02-15T20:13:10.000Z","size":1529,"stargazers_count":18,"open_issues_count":0,"forks_count":6,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-03-24T09:46:44.520Z","etag":null,"topics":["feature-extraction","imagesimilarity","milvus","opencv","python","resnet50","similarity-detection","similarity-search","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bigmb.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-08-13T10:52:30.000Z","updated_at":"2024-06-24T10:48:11.000Z","dependencies_parsed_at":"2024-11-06T19:43:53.576Z","dependency_job_id":"c74e4b40-0d58-45bb-b4fc-9b90af165087","html_url":"https://github.com/bigmb/mb_milvus","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bigmb%2Fmb_milvus","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bigmb%2Fmb_milvus/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bigmb%2Fmb_milvus/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bigmb%2Fmb_milvus/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bigmb","download_url":"https://codeload.github.com/bigmb/mb_milvus/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248078353,"owners_count":21044095,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["feature-extraction","imagesimilarity","milvus","opencv","python","resnet50","similarity-detection","similarity-search","tensorflow"],"created_at":"2024-11-06T19:42:19.316Z","updated_at":"2025-04-09T17:37:17.622Z","avatar_url":"https://github.com/bigmb.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Image-Similarity-Search-Milvus\nImage Similarity search build on Milvus.\nGet similar images from the dataset. Can be used for augmentation, diffusion models and finding similar patterns in images.  \n\n[![Hits](https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2Fbigmb%2FImage-Similarity-Search-Milvus\u0026count_bg=%2379C83D\u0026title_bg=%23555555\u0026icon=\u0026icon_color=%23E7E7E7\u0026title=hits\u0026edge_flat=false)](https://hits.seeyoufarm.com)\n\n## 1. Getting Started\n\nClone the repo:\n\n  ```bash\n  git clone https://github.com/bigmb/mb_milvis.git\n  ```\n  \n\nPip install\n  ```\n  pip install mb_milvus\n  ```\n\n## 2. Requirements\n\n```\npython\u003e=3.6\nnumpy\npymilvus==2.0.0rc7\ntensorflow\npandas\nglob\nargparse\ncv2\npathlib\nPIL\nmb_utils\nmb_pandas\n\n```\nInstall all dependent libraries:\n  ```bash\n  pip install -r requirements.txt\n  ```\n## 3. Run the file\n\nMake sure you have the milvus 2.0.0rc7 docker-compose file and then Milvus docker running. (Refer to: https://milvus.io/docs/v2.0.0/install_standalone-docker.md)\n```\nwget https://github.com/milvus-io/milvus/releases/download/v2.0.0-rc7/milvus-standalone-docker-compose.yml -O docker-compose.yml\n```\nStart the docker container using\n```\ndocker-compose up -d\n```\n\nImage embedings extraction methods available:\n[Resnet, Xception,VGG16,VGG19,InceptionV3, MobileNet]\nDefault : Resnet\n\n\nRunning the search file\n```\n./milvus_search.py -path_loc \"path_to_img_folder\" -num \"number of simliar images\" -batch_size \"Extraction batch size if needed\" -collection_name \"name_of_the_collection\" -save_csv \"Saving location of the final CSV output\"\n```\n\n## 4. Running video\n\nhttps://user-images.githubusercontent.com/14040051/143135715-b0d6461c-e63f-40c2-869a-6331e826d9a4.mp4\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbigmb%2Fmb_milvus","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbigmb%2Fmb_milvus","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbigmb%2Fmb_milvus/lists"}