{"id":40872139,"url":"https://github.com/jspast/cells2table","last_synced_at":"2026-06-07T20:01:01.904Z","repository":{"id":331136380,"uuid":"1125010638","full_name":"jspast/cells2table","owner":"jspast","description":"Table image parsing with cell detection models","archived":false,"fork":false,"pushed_at":"2026-05-15T00:25:44.000Z","size":1829,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-15T02:44:18.869Z","etag":null,"topics":["docling","docling-plugin","table-structure"],"latest_commit_sha":null,"homepage":"","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/jspast.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":"2025-12-30T02:11:01.000Z","updated_at":"2026-05-15T00:19:57.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/jspast/cells2table","commit_stats":null,"previous_names":["jspast/cells2table"],"tags_count":7,"template":false,"template_full_name":null,"purl":"pkg:github/jspast/cells2table","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jspast%2Fcells2table","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jspast%2Fcells2table/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jspast%2Fcells2table/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jspast%2Fcells2table/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jspast","download_url":"https://codeload.github.com/jspast/cells2table/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jspast%2Fcells2table/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34035953,"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":"2026-06-07T02:00:07.652Z","response_time":124,"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"}},"keywords":["docling","docling-plugin","table-structure"],"created_at":"2026-01-22T00:41:31.039Z","updated_at":"2026-06-07T20:01:01.852Z","avatar_url":"https://github.com/jspast.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# cells2table\n\nParsing tables in document images with cell detection models\n\n## Implemented pipelines\n\n### PaddlePaddle\n\n- Classification model (wired / wireless)\n- Cell detection model with different weights for each class\n\nUses ONNX weights downloaded automatically from [Hugging Face](https://huggingface.co/jspast/paddlepaddle-table-models-onnx) on first use.\n\n## Instalation\n\nWith [uv](https://docs.astral.sh/uv/), add to your project with:\n\n```sh\nuv add cells2table\n```\n\n| Optional        | Description             |\n| --------------- | ----------------------- |\n| `docling`       | For docling usage       |\n| `huggingface`   | For downloading models  |\n\n## Usage\n\ncells2table only extract structural information from the tables. Another library is needed to extract content from the cells.\n\n### Docling\n\nA [docling plugin](https://docling-project.github.io/docling/concepts/plugins/) is provided to allow integrating cells2table in a complete pipeline.\n\nUsage example:\n\n```python\nfrom cells2table.docling import CustomDoclingTableStructureOptions\n\npipeline_options = PdfPipelineOptions(\n    allow_external_plugins=True,\n    table_structure_options=CustomDoclingTableStructureOptions(),\n)\n\nconverter = DocumentConverter(\n    format_options={\n        InputFormat.PDF: PdfFormatOption(pipeline_options=pipeline_options),\n        InputFormat.IMAGE: ImageFormatOption(pipeline_options=pipeline_options),\n    }\n)\n\nresult = converter.convert(\"path/to/document.pdf\")\nprint(result.document.export_to_markdown())\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjspast%2Fcells2table","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjspast%2Fcells2table","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjspast%2Fcells2table/lists"}