{"id":60010,"name":"traffic-sign-recognition","description":"Traffic Sign Recognition using Shift In-variant 2-D ConvNet Using DL","url":"https://github.com/ramsundar37/traffic-sign-recognition","last_synced_at":"2025-09-05T15:45:06.567Z","repository":{"id":300345056,"uuid":"1004722724","full_name":"ramsundar37/Traffic-sign-recognition","owner":"ramsundar37","description":"Traffic Sign Recognition using Shift In-variant 2-D ConvNet Using DL","archived":false,"fork":false,"pushed_at":"2025-06-19T04:54:22.000Z","size":949,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-21T06:33:14.220Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ramsundar37.png","metadata":{"files":{"readme":null,"changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-06-19T04:49:50.000Z","updated_at":"2025-06-19T05:03:28.000Z","dependencies_parsed_at":"2025-06-21T06:33:17.853Z","dependency_job_id":"ec0490db-ae7a-4691-b600-2afbc2bd9139","html_url":"https://github.com/ramsundar37/Traffic-sign-recognition","commit_stats":null,"previous_names":["ramsundar37/traffic-sign-recognition"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ramsundar37/Traffic-sign-recognition","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramsundar37%2FTraffic-sign-recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramsundar37%2FTraffic-sign-recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramsundar37%2FTraffic-sign-recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramsundar37%2FTraffic-sign-recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ramsundar37","download_url":"https://codeload.github.com/ramsundar37/Traffic-sign-recognition/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramsundar37%2FTraffic-sign-recognition/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273780565,"owners_count":25167036,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"ramsundar37","name":"ramsundar","uuid":"112231890","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/112231890?v=4","repositories_count":1,"last_synced_at":"2025-06-21T06:29:33.000Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ramsundar37","funding_links":[],"total_stars":0,"followers":0,"following":0,"created_at":"2025-06-21T06:29:33.041Z","updated_at":"2025-06-21T06:29:33.041Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ramsundar37","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ramsundar37/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"ramsundar37/traffic-sign-recognition","html_url":"https://github.com/ramsundar37/traffic-sign-recognition","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-05T15:44:24.511Z","updated_at":"2025-09-05T15:44:24.511Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramsundar37%2Ftraffic-sign-recognition","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramsundar37%2Ftraffic-sign-recognition/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10103717,"issues_count":31516646,"pull_requests_count":97722052,"authors_count":10703692,"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":[],"active_maintainers":[]},"events":{"total":{"CreateEvent":2},"last_year":{"CreateEvent":2}},"keywords":[],"dependencies":[{"ecosystem":"docker","filepath":"utils/docker/Dockerfile","sha":null,"kind":"manifest","created_at":"2025-06-21T06:33:15.823Z","updated_at":"2025-06-21T06:33:15.823Z","repository_link":"https://github.com/ramsundar37/Traffic-sign-recognition/blob/main/utils/docker/Dockerfile","dependencies":[{"id":23734641925,"package_name":"pytorch/pytorch","ecosystem":"docker","requirements":"2.0.0-cuda11.7-cudnn8-runtime","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"utils/google_app_engine/Dockerfile","sha":null,"kind":"manifest","created_at":"2025-06-21T06:33:15.908Z","updated_at":"2025-06-21T06:33:15.908Z","repository_link":"https://github.com/ramsundar37/Traffic-sign-recognition/blob/main/utils/google_app_engine/Dockerfile","dependencies":[{"id":23734641926,"package_name":"gcr.io/google-appengine/python","ecosystem":"docker","requirements":"latest","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-06-21T06:33:17.617Z","updated_at":"2025-06-21T06:33:17.617Z","repository_link":"https://github.com/ramsundar37/Traffic-sign-recognition/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2025-06-21T06:33:17.672Z","updated_at":"2025-06-21T06:33:17.672Z","repository_link":"https://github.com/ramsundar37/Traffic-sign-recognition/blob/main/requirements.txt","dependencies":[{"id":23734643163,"package_name":"gitpython","ecosystem":"pypi","requirements":"\u003e=3.1.30","direct":true,"kind":"runtime","optional":false},{"id":23734643164,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3","direct":true,"kind":"runtime","optional":false},{"id":23734643165,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.23.5","direct":true,"kind":"runtime","optional":false},{"id":23734643166,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=4.1.1","direct":true,"kind":"runtime","optional":false},{"id":23734643167,"package_name":"Pillow","ecosystem":"pypi","requirements":"\u003e=9.4.0","direct":true,"kind":"runtime","optional":false},{"id":23734643168,"package_name":"psutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23734643169,"package_name":"PyYAML","ecosystem":"pypi","requirements":"\u003e=5.3.1","direct":true,"kind":"runtime","optional":false},{"id":23734643170,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.23.0","direct":true,"kind":"runtime","optional":false},{"id":23734643171,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":23734643172,"package_name":"thop","ecosystem":"pypi","requirements":"\u003e=0.1.1","direct":true,"kind":"runtime","optional":false},{"id":23734643173,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":23734643174,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.64.0","direct":true,"kind":"runtime","optional":false},{"id":23734643175,"package_name":"ultralytics","ecosystem":"pypi","requirements":"\u003e=8.0.232","direct":true,"kind":"runtime","optional":false},{"id":23734643176,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.1.4","direct":true,"kind":"runtime","optional":false},{"id":23734643177,"package_name":"seaborn","ecosystem":"pypi","requirements":"\u003e=0.11.0","direct":true,"kind":"runtime","optional":false},{"id":23734643178,"package_name":"setuptools","ecosystem":"pypi","requirements":"\u003e=65.5.1","direct":true,"kind":"runtime","optional":false},{"id":23734643179,"package_name":"wheel","ecosystem":"pypi","requirements":"\u003e=0.38.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"utils/google_app_engine/additional_requirements.txt","sha":null,"kind":"manifest","created_at":"2025-06-21T06:33:17.755Z","updated_at":"2025-06-21T06:33:17.755Z","repository_link":"https://github.com/ramsundar37/Traffic-sign-recognition/blob/main/utils/google_app_engine/additional_requirements.txt","dependencies":[{"id":23734643180,"package_name":"pip","ecosystem":"pypi","requirements":"==23.3","direct":true,"kind":"runtime","optional":false},{"id":23734643181,"package_name":"Flask","ecosystem":"pypi","requirements":"==2.3.2","direct":true,"kind":"runtime","optional":false},{"id":23734643182,"package_name":"gunicorn","ecosystem":"pypi","requirements":"==19.10.0","direct":true,"kind":"runtime","optional":false},{"id":23734643183,"package_name":"werkzeug","ecosystem":"pypi","requirements":"\u003e=3.0.1","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:36.733Z","updated_at":"2025-10-07T08:23:34.700Z","avatar_url":"https://github.com/ramsundar37.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/60010","html_url":"https://science.ecosyste.ms/projects/60010","bibtex_url":"https://science.ecosyste.ms/projects/60010/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/60010/export.apalike"}