{"id":810779,"name":"IAMAP: Unlocking Deep Learning in QGIS for non-coders and limited computing resources","description":"IAMAP: Unlocking Deep Learning in QGIS for non-coders and limited computing resources - Published in JOSS (2026)","url":"https://github.com/umr-amap/iamap","last_synced_at":"2026-06-25T15:00:17.714Z","repository":{"id":255476621,"uuid":"851032819","full_name":"umr-amap/iamap","owner":"umr-amap","description":"A QGIS plugin to use deep learning features to create maps without needing a GPU or large datasets.","archived":false,"fork":false,"pushed_at":"2026-06-01T09:13:13.000Z","size":160988,"stargazers_count":4,"open_issues_count":17,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-01T11:12:49.536Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://iamap.readthedocs.io/en/latest/","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/umr-amap.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-09-02T09:51:38.000Z","updated_at":"2025-11-14T14:32:22.000Z","dependencies_parsed_at":"2025-07-11T09:34:17.793Z","dependency_job_id":null,"html_url":"https://github.com/umr-amap/iamap","commit_stats":null,"previous_names":["umr-amap/iamap"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/umr-amap/iamap","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umr-amap%2Fiamap","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umr-amap%2Fiamap/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umr-amap%2Fiamap/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umr-amap%2Fiamap/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/umr-amap","download_url":"https://codeload.github.com/umr-amap/iamap/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umr-amap%2Fiamap/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34780126,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-25T02:00:05.521Z","response_time":101,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"}},"owner":{"login":"umr-amap","name":"UMR AMAP","uuid":"66062028","kind":"organization","description":"Botanique et modélisation de l'architecture des plantes et des végétations","email":"amap-dev@cirad.fr","website":"http://amap.cirad.fr","location":"Montpellier, France","twitter":"UmrAmap","company":null,"icon_url":"https://avatars.githubusercontent.com/u/66062028?v=4","repositories_count":4,"last_synced_at":"2023-02-26T23:06:25.647Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/umr-amap","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-26T23:06:25.652Z","updated_at":"2023-02-26T23:06:25.652Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/umr-amap","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/umr-amap/repositories"},"packages":[],"commits":{"id":7599436,"full_name":"umr-amap/iamap","default_branch":"master","total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2024-12-13T22:59:27.716Z","updated_at":"2024-12-13T22:59:27.716Z","committers":[],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/umr-amap%2Fiamap/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-25T00:00:10.311Z","repositories_count":6268012,"commits_count":872195271,"contributors_count":35097022,"owners_count":1171466,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"umr-amap/iamap","html_url":"https://github.com/umr-amap/iamap","last_synced_at":"2025-10-15T17:06:36.245Z","status":null,"issues_count":50,"pull_requests_count":4,"avg_time_to_close_issue":1409699.21875,"avg_time_to_close_pull_request":45710.0,"issues_closed_count":32,"pull_requests_closed_count":4,"pull_request_authors_count":1,"issue_authors_count":3,"avg_comments_per_issue":1.14,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":2,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":22,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":1200882.0,"past_year_avg_time_to_close_pull_request":91403.0,"past_year_issues_closed_count":12,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.5909090909090909,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-12-13T22:59:28.826Z","updated_at":"2025-10-15T17:06:36.245Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/umr-amap%2Fiamap","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/umr-amap%2Fiamap/issues","issue_labels_count":{"enhancement":8,"bug":1},"pull_request_labels_count":{},"issue_author_associations_count":{"COLLABORATOR":50},"pull_request_author_associations_count":{"COLLABORATOR":4},"issue_authors":{"ptresson":48,"htulet":1,"MaximeRM":1},"pull_request_authors":{"ptresson":4},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-25T00:00:19.753Z","repositories_count":14834808,"issues_count":32998080,"pull_requests_count":108899133,"authors_count":11317984,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"ptresson","count":52,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ptresson"},{"login":"htulet","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/htulet"},{"login":"MaximeRM","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/MaximeRM"}],"active_maintainers":[]},"events":{"total":{"DeleteEvent":1,"MemberEvent":1,"PullRequestEvent":1,"IssuesEvent":45,"WatchEvent":3,"IssueCommentEvent":30,"PushEvent":262,"CreateEvent":7},"last_year":{"IssuesEvent":1,"WatchEvent":3,"IssueCommentEvent":4,"PushEvent":19,"CreateEvent":2}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/jobs.yml","sha":null,"kind":"manifest","created_at":"2024-12-02T15:33:04.128Z","updated_at":"2024-12-02T15:33:04.128Z","repository_link":"https://github.com/umr-amap/iamap/blob/main/.github/workflows/jobs.yml","dependencies":[{"id":21003242961,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":21003242962,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-ga.txt","sha":null,"kind":"manifest","created_at":"2025-03-25T13:48:53.082Z","updated_at":"2025-03-25T13:48:53.082Z","repository_link":"https://github.com/umr-amap/iamap/blob/main/requirements-ga.txt","dependencies":[{"id":22414420650,"package_name":"geopandas","ecosystem":"pypi","requirements":"\u003e=0.14.4","direct":true,"kind":"runtime","optional":false},{"id":22414420651,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.5.1","direct":true,"kind":"runtime","optional":false},{"id":22414420652,"package_name":"psutil","ecosystem":"pypi","requirements":"\u003e=5.0.0","direct":true,"kind":"runtime","optional":false},{"id":22414420653,"package_name":"rasterio","ecosystem":"pypi","requirements":"\u003e=1.2","direct":true,"kind":"runtime","optional":false},{"id":22414420654,"package_name":"rtree","ecosystem":"pypi","requirements":"\u003e=0.9","direct":true,"kind":"runtime","optional":false},{"id":22414420655,"package_name":"einops","ecosystem":"pypi","requirements":"\u003e=0.3","direct":true,"kind":"runtime","optional":false},{"id":22414420656,"package_name":"fiona","ecosystem":"pypi","requirements":"\u003e=1.8.19","direct":true,"kind":"runtime","optional":false},{"id":22414420707,"package_name":"kornia","ecosystem":"pypi","requirements":"\u003e=0.6.9","direct":true,"kind":"runtime","optional":false},{"id":22414420752,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.19.3","direct":true,"kind":"runtime","optional":false},{"id":22414420753,"package_name":"pyproj","ecosystem":"pypi","requirements":"\u003e=3.3","direct":true,"kind":"runtime","optional":false},{"id":22414420754,"package_name":"shapely","ecosystem":"pypi","requirements":"\u003e=1.7.1","direct":true,"kind":"runtime","optional":false},{"id":22414420755,"package_name":"timm","ecosystem":"pypi","requirements":"\u003e=0.4.12","direct":true,"kind":"runtime","optional":false},{"id":22414420756,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2025-03-25T13:48:56.824Z","updated_at":"2025-03-25T13:48:56.824Z","repository_link":"https://github.com/umr-amap/iamap/blob/main/requirements.txt","dependencies":[{"id":22414420764,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.5.1","direct":true,"kind":"runtime","optional":false},{"id":22414420765,"package_name":"geopandas","ecosystem":"pypi","requirements":"\u003e=0.14.4","direct":true,"kind":"runtime","optional":false},{"id":22414420766,"package_name":"psutil","ecosystem":"pypi","requirements":"\u003e=5.0.0","direct":true,"kind":"runtime","optional":false},{"id":22414420767,"package_name":"rasterio","ecosystem":"pypi","requirements":"\u003e=1.2","direct":true,"kind":"runtime","optional":false},{"id":22414420768,"package_name":"rtree","ecosystem":"pypi","requirements":"\u003e=1","direct":true,"kind":"runtime","optional":false},{"id":22414420769,"package_name":"einops","ecosystem":"pypi","requirements":"\u003e=0.3","direct":true,"kind":"runtime","optional":false},{"id":22414420770,"package_name":"fiona","ecosystem":"pypi","requirements":"\u003e=1.8.19","direct":true,"kind":"runtime","optional":false},{"id":22414420771,"package_name":"kornia","ecosystem":"pypi","requirements":"\u003e=0.6.9","direct":true,"kind":"runtime","optional":false},{"id":22414420772,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.19.3","direct":true,"kind":"runtime","optional":false},{"id":22414420773,"package_name":"pyproj","ecosystem":"pypi","requirements":"\u003e=3.3","direct":true,"kind":"runtime","optional":false},{"id":22414420774,"package_name":"shapely","ecosystem":"pypi","requirements":"\u003e=1.7.1","direct":true,"kind":"runtime","optional":false},{"id":22414420775,"package_name":"timm","ecosystem":"pypi","requirements":"\u003e=0.4.12","direct":true,"kind":"runtime","optional":false},{"id":22414420776,"package_name":"joblib","ecosystem":"pypi","requirements":"\u003e=1.4.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"docs/environment.yml","sha":null,"kind":"manifest","created_at":"2025-07-11T09:34:08.697Z","updated_at":"2025-07-11T09:34:08.697Z","repository_link":"https://github.com/umr-amap/iamap/blob/main/docs/environment.yml","dependencies":[{"id":24087025894,"package_name":"pydata-sphinx-theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":24087025895,"package_name":"sphinx_favicon","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2025-07-11T09:34:09.799Z","updated_at":"2025-07-11T09:34:09.799Z","repository_link":"https://github.com/umr-amap/iamap/blob/main/environment.yml","dependencies":[{"id":24087026110,"package_name":"pdal-plugins","ecosystem":"pypi","requirements":"==1.6.2","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2026-06-25T15:00:06.102Z","updated_at":"2026-06-25T15:00:17.744Z","avatar_url":"https://github.com/umr-amap.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/810779","html_url":"https://science.ecosyste.ms/projects/810779"}