{"id":94385,"name":null,"description":"An easy-to-run OCR model pipeline based on CRNN and CTC loss","url":"https://github.com/ai-forever/ocr-model","last_synced_at":"2025-09-09T01:15:02.619Z","repository":{"id":41051089,"uuid":"403656157","full_name":"ai-forever/OCR-model","owner":"ai-forever","description":"An easy-to-run OCR model pipeline based on CRNN and CTC loss","archived":false,"fork":false,"pushed_at":"2023-02-06T12:20:21.000Z","size":96,"stargazers_count":46,"open_issues_count":0,"forks_count":20,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-07-04T03:42:16.506Z","etag":null,"topics":["crnn","ocr","pytorch","text-recognition"],"latest_commit_sha":null,"homepage":"","language":"Python","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/ai-forever.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}},"created_at":"2021-09-06T14:38:28.000Z","updated_at":"2025-06-03T07:41:50.000Z","dependencies_parsed_at":"2025-04-19T15:12:14.509Z","dependency_job_id":"7a892686-5fb5-4d5b-9a7e-ae08dbfa2759","html_url":"https://github.com/ai-forever/OCR-model","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ai-forever/OCR-model","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FOCR-model","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FOCR-model/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FOCR-model/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FOCR-model/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai-forever","download_url":"https://codeload.github.com/ai-forever/OCR-model/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FOCR-model/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231934,"owners_count":25245855,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":"ai-forever","name":"AI Forever","uuid":"103576137","kind":"organization","description":"Creating ML for the future. AI projects you already know. We are non-profit organization with members from all over the world.","email":null,"website":null,"location":"Armenia","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/103576137?v=4","repositories_count":60,"last_synced_at":"2024-04-28T02:54:23.081Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ai-forever","funding_links":[],"total_stars":10290,"followers":768,"following":0,"created_at":"2022-11-14T19:44:01.358Z","updated_at":"2024-04-28T02:54:43.541Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai-forever","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai-forever/repositories"},"packages":[],"commits":{"id":6018854,"full_name":"ai-forever/ocr-model","default_branch":"master","committers":[{"name":"Stanislav Kalinin","email":"kalinin@sent.com","login":"skalinin","count":69},{"name":"Julia132","email":"uka132@mail.ru","login":"Julia132","count":8}],"total_commits":77,"total_committers":2,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":38.5,"dds":0.10389610389610393,"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":"2025-07-04T06:48:41.041Z","last_synced_commit":"432166d261bdc64fd80c2f838d1727c5a99b6e44","created_at":"2024-11-16T19:06:51.277Z","updated_at":"2025-07-04T06:48:48.716Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2Focr-model/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5499922,"commits_count":856662112,"contributors_count":31308855,"owners_count":913279,"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":"ai-forever/ocr-model","html_url":"https://github.com/ai-forever/ocr-model","last_synced_at":"2025-07-04T03:35:58.389Z","status":null,"issues_count":4,"pull_requests_count":8,"avg_time_to_close_issue":1117149.75,"avg_time_to_close_pull_request":7877.375,"issues_closed_count":4,"pull_requests_closed_count":8,"pull_request_authors_count":1,"issue_authors_count":3,"avg_comments_per_issue":1.0,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":5,"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":"2024-11-16T19:06:52.060Z","updated_at":"2025-07-04T03:35:58.391Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2Focr-model","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2Focr-model/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":3},"pull_request_author_associations_count":{"COLLABORATOR":8},"issue_authors":{"dhirendracode":1,"BelowzeroA":1,"timespace42":1},"pull_request_authors":{"Julia132":8},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10077569,"issues_count":31305413,"pull_requests_count":95962502,"authors_count":10691970,"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":"Julia132","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Julia132"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":3,"ForkEvent":1},"last_year":{"WatchEvent":3,"ForkEvent":1}},"keywords":["crnn","ocr","pytorch","text-recognition"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-10T01:29:35.631Z","updated_at":"2022-08-10T01:29:35.631Z","repository_link":"https://github.com/ai-forever/OCR-model/blob/master/requirements.txt","dependencies":[{"id":990900271,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.21.4","direct":true,"kind":"runtime","optional":false},{"id":990900272,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.6.0","direct":true,"kind":"runtime","optional":false},{"id":990900273,"package_name":"opencv-python","ecosystem":"pypi","requirements":"==4.6.0.66","direct":true,"kind":"runtime","optional":false},{"id":990900274,"package_name":"pandas","ecosystem":"pypi","requirements":"==1.3.4","direct":true,"kind":"runtime","optional":false},{"id":990900275,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.62.3","direct":true,"kind":"runtime","optional":false},{"id":990900276,"package_name":"pudb","ecosystem":"pypi","requirements":"==2021.1","direct":true,"kind":"runtime","optional":false},{"id":990900277,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":990900278,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.4.1","direct":true,"kind":"runtime","optional":false},{"id":990900279,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.5.0","direct":true,"kind":"runtime","optional":false},{"id":990900280,"package_name":"Pillow","ecosystem":"pypi","requirements":"==8.4.0","direct":true,"kind":"runtime","optional":false},{"id":990900281,"package_name":"albumentations","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2023-01-31T03:00:16.411Z","updated_at":"2023-01-31T03:00:16.411Z","repository_link":"https://github.com/ai-forever/OCR-model/blob/master/Dockerfile","dependencies":[{"id":7261751490,"package_name":"nvidia/cuda","ecosystem":"docker","requirements":"11.4.0-devel-ubuntu20.04","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2025-04-19T15:12:14.422Z","updated_at":"2025-04-19T15:12:14.422Z","repository_link":"https://github.com/ai-forever/OCR-model/blob/master/setup.py","dependencies":[]}],"score":4.5217885770490405,"created_at":"2025-09-08T21:47:10.498Z","updated_at":"2025-10-07T08:30:11.811Z","avatar_url":"https://github.com/ai-forever.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/94385","html_url":"https://science.ecosyste.ms/projects/94385"}