{"id":48335079,"url":"https://github.com/3mcloud/afm-cbir-examples","last_synced_at":"2026-04-05T01:37:43.235Z","repository":{"id":258634640,"uuid":"873862110","full_name":"3mcloud/afm-cbir-examples","owner":"3mcloud","description":"Code to accompany Reverse AFM Height Map Search: Content-Based Topography Retrieval via Self-Supervised Deep Learning","archived":false,"fork":false,"pushed_at":"2024-11-14T23:55:31.000Z","size":2075,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-03-08T18:25:52.399Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/3mcloud.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":"2024-10-16T21:05:48.000Z","updated_at":"2024-11-14T23:55:35.000Z","dependencies_parsed_at":"2024-10-19T23:28:01.516Z","dependency_job_id":"4e2eb032-9224-403e-87b1-08cf037eeb53","html_url":"https://github.com/3mcloud/afm-cbir-examples","commit_stats":null,"previous_names":["3mcloud/afm-cbir-examples"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/3mcloud/afm-cbir-examples","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/3mcloud%2Fafm-cbir-examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/3mcloud%2Fafm-cbir-examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/3mcloud%2Fafm-cbir-examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/3mcloud%2Fafm-cbir-examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/3mcloud","download_url":"https://codeload.github.com/3mcloud/afm-cbir-examples/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/3mcloud%2Fafm-cbir-examples/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31421869,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-05T00:25:07.052Z","status":"ssl_error","status_checked_at":"2026-04-05T00:25:05.923Z","response_time":60,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":[],"created_at":"2026-04-05T01:37:42.684Z","updated_at":"2026-04-05T01:37:43.225Z","avatar_url":"https://github.com/3mcloud.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Reverse AFM Height Map Search: Content-Based Topography Retrieval via Self-Supervised Deep Learning\n*By Marcus Schwarting, Matthew JL Mills, Mahsa Lotfollahi, Maryam Pardakhti, KJ Schmidt, Bahram Rajabifar, Bjorn Melin, Hyacinth Lechuga, Ben Blaiszik and Ian Foster*\n\nThis repository contains example data and code demonstrating how to reproduce the data pre-processing and model building procedures defined in the above paper. All code need for loading, reading, and performing model inference on AFM topographies is provided in this repository. Any questions can be referred to Marcus Schwarting (meschw04@uchicago.edu).\n\nFor more information, please check out our paper in Springer \"Integrating Materials and Manufacturing Innovation\".","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F3mcloud%2Fafm-cbir-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F3mcloud%2Fafm-cbir-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F3mcloud%2Fafm-cbir-examples/lists"}