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Dataset Creation
PDF to Dataset

PDF to Dataset

Convert PDFs to a dataset and upload to Hugging Face

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What is PDF to Dataset ?

PDF to Dataset is a tool designed to convert PDF files into structured datasets and seamlessly upload them to Hugging Face, a popular platform for machine learning and data sharing. It simplifies the process of extracting information from PDFs and organizing it into a usable format for data analysis, AI model training, or other applications.

Features

• PDF to Structured Data Conversion: Easily transform unstructured PDF content into a well-organized dataset.
• Batch Processing: Handle multiple PDF files at once for efficient data extraction.
• Data Cleaning and Filtering: Automatically clean and filter data to ensure high-quality output.
• Hugging Face Integration: Directly upload your dataset to Hugging Face for easy sharing and collaboration.
• Customizable Output: Define the structure and format of your dataset to suit your needs.
• Support for Various PDF Types: Works with scanned PDFs, structured PDFs, and unstructured text-based PDFs.
• Preview Functionality: Review your dataset before finalizing conversion.
• API Access: Integrate PDF to Dataset into your workflow or application via API.
• Export Options: Download your dataset in multiple formats, including CSV, JSON, and Excel.

How to use PDF to Dataset ?

  1. Launch the Tool: Open the PDF to Dataset application or access it via its web interface.
  2. Upload Your PDF: Select the PDF file you want to convert from your device or cloud storage.
  3. Configure Settings: Define the output format, data fields, and any specific options for cleaning or filtering data.
  4. Preview the Dataset: Review the extracted data to ensure accuracy and make adjustments if needed.
  5. Convert to Dataset: Process the PDF and generate the structured dataset.
  6. Upload to Hugging Face: Directly share your dataset on Hugging Face or download it for local use.
  7. Advanced Options: For power users, explore API integration or batch processing for multiple PDFs.

Frequently Asked Questions

What types of PDFs are supported?
PDF to Dataset supports scanned PDFs, structured PDFs, and unstructured text-based PDFs. For scanned PDFs, OCR (Optical Character Recognition) is used to extract text and convert it into a dataset.

Can I customize the dataset output?
Yes, you can define the structure and format of your dataset, including the columns, data types, and filtering rules, to match your specific requirements.

How do I access the API for PDF to Dataset?
The API documentation is available for registered users. After signing up, you can find detailed instructions and API credentials in your account settings.

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