{"id":140993,"name":null,"description":"MegaDetector Desktop: Simple Interface for Detection of Humans, Animals and Vehicles in Camera Trap Imagery","url":"https://github.com/bencevans/megadetector-desktop","last_synced_at":"2025-09-09T13:27:58.691Z","repository":{"id":45659568,"uuid":"490684168","full_name":"bencevans/megadetector-desktop","owner":"bencevans","description":"MegaDetector Desktop: Simple Interface for Detection of Humans, Animals and Vehicles in Camera Trap Imagery","archived":true,"fork":false,"pushed_at":"2023-01-19T10:46:43.000Z","size":1877,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-05-01T23:14:30.903Z","etag":null,"topics":["camera-traps","wildlife-conservation"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bencevans.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-05-10T12:21:20.000Z","updated_at":"2023-01-19T10:57:04.000Z","dependencies_parsed_at":"2023-02-10T22:45:49.454Z","dependency_job_id":null,"html_url":"https://github.com/bencevans/megadetector-desktop","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/bencevans/megadetector-desktop","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bencevans%2Fmegadetector-desktop","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bencevans%2Fmegadetector-desktop/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bencevans%2Fmegadetector-desktop/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bencevans%2Fmegadetector-desktop/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bencevans","download_url":"https://codeload.github.com/bencevans/megadetector-desktop/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bencevans%2Fmegadetector-desktop/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274300266,"owners_count":25259718,"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","status":"online","status_checked_at":"2025-09-09T02:00:10.223Z","response_time":80,"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":"bencevans","name":"Ben Evans","uuid":"638535","kind":"user","description":"","email":"","website":"https://bencevans.io/","location":"London, UK","twitter":"bencevans","company":"Institute of Zoology, ZSL","icon_url":"https://avatars.githubusercontent.com/u/638535?u=1f7925ea9b6520d6d67d16c14ad8bc3f90efb0f5\u0026v=4","repositories_count":282,"last_synced_at":"2025-09-02T07:49:32.303Z","metadata":{"has_sponsors_listing":true,"funding":{"github":"bencevans","custom":"https://buymeacoffee.com/bencevans"}},"html_url":"https://github.com/bencevans","funding_links":["https://github.com/sponsors/bencevans","https://buymeacoffee.com/bencevans"],"total_stars":1898,"followers":225,"following":41,"created_at":"2022-11-02T16:37:06.535Z","updated_at":"2025-09-02T07:49:32.303Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bencevans","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bencevans/repositories"},"packages":[],"commits":{"id":1467326,"full_name":"bencevans/megadetector-desktop","default_branch":"main","committers":[{"name":"Ben Evans","email":"ben@bluechimp.io","login":null,"count":50},{"name":"Ben Evans","email":"Benjamin.Evans@brunel.ac.uk","login":null,"count":1}],"total_commits":51,"total_committers":2,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":25.5,"dds":0.019607843137254943,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2024-01-21T00:13:31.827Z","last_synced_commit":"0b828745f39e7b095fd31f8d416ee45c25f267cb","created_at":"2024-01-21T00:13:18.393Z","updated_at":"2024-01-21T00:13:31.827Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/bencevans%2Fmegadetector-desktop/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5521302,"commits_count":866413376,"contributors_count":31848533,"owners_count":916578,"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":"bencevans/megadetector-desktop","html_url":"https://github.com/bencevans/megadetector-desktop","last_synced_at":"2024-01-26T13:10:18.274Z","status":null,"issues_count":8,"pull_requests_count":10,"avg_time_to_close_issue":10668857.75,"avg_time_to_close_pull_request":496469.5,"issues_closed_count":8,"pull_requests_closed_count":10,"pull_request_authors_count":1,"issue_authors_count":1,"avg_comments_per_issue":0.375,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":7,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-01-21T00:13:24.883Z","updated_at":"2024-01-26T13:10:18.275Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bencevans%2Fmegadetector-desktop","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bencevans%2Fmegadetector-desktop/issues","issue_labels_count":{"good first issue":4,"enhancement":4},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":8},"pull_request_author_associations_count":{"OWNER":10},"issue_authors":{"bencevans":8},"pull_request_authors":{"bencevans":10},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:00:11.778Z","repositories_count":10182778,"issues_count":32029690,"pull_requests_count":100720980,"authors_count":10737440,"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":"bencevans","count":18,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bencevans"}],"active_maintainers":[]},"events":{"total":{},"last_year":{}},"keywords":["camera-traps","wildlife-conservation"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/build-mac.yml","sha":null,"kind":"manifest","created_at":"2023-02-10T22:45:48.965Z","updated_at":"2023-02-10T22:45:48.965Z","repository_link":"https://github.com/bencevans/megadetector-desktop/blob/main/.github/workflows/build-mac.yml","dependencies":[{"id":7542217878,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7542217879,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7542217880,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/build-windows.yml","sha":null,"kind":"manifest","created_at":"2023-02-10T22:45:49.020Z","updated_at":"2023-02-10T22:45:49.020Z","repository_link":"https://github.com/bencevans/megadetector-desktop/blob/main/.github/workflows/build-windows.yml","dependencies":[{"id":7542218338,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7542218339,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7542218340,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"conda","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2023-02-10T22:45:49.134Z","updated_at":"2023-02-10T22:45:49.134Z","repository_link":"https://github.com/bencevans/megadetector-desktop/blob/main/environment.yml","dependencies":[{"id":7542219580,"package_name":"pip","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":7542219581,"package_name":"pyinstaller","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":7542219582,"package_name":"python","ecosystem":"conda","requirements":"\u003e=3.9","direct":true,"kind":"runtime","optional":false},{"id":7542219583,"package_name":"tensorflow","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false}]}],"score":1.791759469228055,"created_at":"2025-09-09T00:10:54.351Z","updated_at":"2025-10-07T08:35:58.722Z","avatar_url":"https://github.com/bencevans.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":["cameratrap"],"project_url":"https://science.ecosyste.ms/api/v1/projects/140993","html_url":"https://science.ecosyste.ms/projects/140993"}