Img2table

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img2table is a Python library for extracting tables from images and PDFs using OpenCV. It offers a lightweight, CPU-friendly alternative to neural network-based table extraction methods.

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At a glance

Pricing

—

Free tier

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API

Yes

Skill level

Technical

About

What is img2table?

img2table is a Python library designed for the identification and extraction of tabular data from various image and PDF formats. It leverages OpenCV for image processing, providing a robust solution for converting visual tables into structured data. This tool is particularly beneficial for users seeking a less resource-intensive option compared to deep learning models, making it suitable for environments where CPU usage is a primary concern. It supports common image file formats, enabling broad applicability for data extraction tasks.

Best used for

Extracting structured table data from images and PDFs efficiently, especially in environments with limited GPU resources.

Common actions

Extract data from images

Extract data from PDFs

Automate data entry

Process scanned documents

Convert tables to data

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Capabilities

Key features

Table identification
Table extraction
OpenCV-based processing
CPU-friendly
Supports images & PDFs

Target Audience

DevelopersData ScientistsResearchersData Analysts

Integrations

Not yet documented

Pricing & Plans

unknown

Free

FAQs

Does img2table have any usage limits or rate limits since pricing is unknown?

As an open-source Python library, img2table does not impose any direct usage or rate limits. Its performance and resource consumption will depend on your local hardware and the complexity of the images/PDFs being processed.

Can img2table handle complex table structures, such as merged cells or multi-page tables?

img2table is designed to extract tabular data from various formats. While it handles common structures well, complex layouts like extensively merged cells or tables spanning multiple pages might require additional post-processing or specific configuration for optimal results.

What kind of output formats does img2table provide for the extracted table data?

img2table typically outputs extracted table data in structured formats that can be easily integrated into other data processing workflows, such as Pandas DataFrames, which can then be exported to CSV, Excel, or JSON.

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