Python table-detection

Open-source Python projects categorized as table-detection
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Topics: table-recognition table-structure-recognition Python table-extraction Pytorch
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Top 3 Python table-detection Projects

  • deepdoctection

    A Repo For Document AI

    • Project mention: Show HN: Beyond text splitting – improved file parsing for LLM's | news.ycombinator.com | 2024-04-07

    https://github.com/deepdoctection/deepdoctection

    Have you tried this ?

  • table-transformer

    Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS evaluation metric.

    • Project mention: Data extraction from pdf | /r/LocalLLaMA | 2023-12-11

    Saw this last time but never played with it https://github.com/microsoft/table-transformer

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  • CascadeTabNet

    This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python table-detection related posts

  • Data extraction from pdf

    1 project | /r/LocalLLaMA | 11 Dec 2023

  • [P] OCR + Table Extraction Advice

    1 project | /r/MachineLearning | 28 Jun 2023

  • How do you parse tables in PDF with langchain? Especially, the context which is few lines above and below the table.

    4 projects | /r/LangChain | 23 Jun 2023

  • [D] Unimpressive improvement in training speed after upgrading from GTX 980 Ti to RTX 4090

    2 projects | /r/MachineLearning | 7 Jun 2023

  • DeepDoctection

    4 projects | news.ycombinator.com | 26 Apr 2023

  • Microsoft TableTransformer

    1 project | /r/hypeurls | 26 Apr 2023

  • [D] Getting super-level table extraction

    3 projects | /r/MachineLearning | 23 Aug 2022
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    www.saashub.com | 4 May 2024
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Index

What are some of the best open-source table-detection projects in Python? This list will help you:

Project Stars
1 deepdoctection 2,193
2 table-transformer 1,838
3 CascadeTabNet 1,397

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