when you want an Apache-2.0 VLM-based OCR/document parser as a direct model alternative.
GLM-OCR: Accurate × Fast × Comprehensive
- 7.3k
- Python
- Apache-2.0
document image parsing
Dolphin is an ACL 2025 VLM-based universal document parsing model that classifies document type, analyzes layout with reading order, and extracts text, formulas, tables, and code blocks into markdown.
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
when you want an Apache-2.0 VLM-based OCR/document parser as a direct model alternative.
GLM-OCR: Accurate × Fast × Comprehensive
when you want a unified end-to-end VLM OCR model as a direct alternative for document parsing.
Official code implementation of General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
when you need an MIT-licensed, small-model document parser that is lightweight and easy to integrate.
An Open-Source Python3 tool with SMALL models for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowering seamless conversion of visual content into text-based representations. 80+ languages are supported.
when you want a lightweight pipeline focused on extracting structured metadata and page content from papers/books.
Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architecture extracts structured elements, page content, and AI-enriched metadata from research papers and books. Generate PRDs, workflows, topic clusters, and Claude Code skills from PDFs. No OCR required.
when you want an Apache-2.0 ONNX-based pipeline for PDF-to-markdown/JSON with efficient CPU inference.
A high-performance, open-source PDF data extraction tool. 一站式开源高性能数据提取工具,将复杂 PDF 文档转换为 Markdown 和 JSON 格式,使用onnx模型。
when you need a mature, feature-rich pipeline for PDF/Office-to-markdown with strong community support.
Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
when you need a C# library for direct text extraction from PDFs without ML inference.
Read and extract text and other content from PDFs in C# (port of PDFBox)
when you need a Node.js library for text and table extraction from PDFs without deep-learning dependencies.
🚜 Parse text and tables from PDF files.
when you are working with historical documents and need a specialized off-the-shelf element extractor.
(ICFHR 2020 oral) Code for "docExtractor: An off-the-shelf historical document element extraction" paper
when you need a zero-dependency Java server-side PDF-to-JSON/text converter without ML.
converts binary PDF to JSON and text, for server-side PDF processing and command-line use. Zero dependency.
when you need a focused OCR library for text detection and recognition, not full layout/markdown parsing.
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning. Ongoing development and maintenance by t2k.
when you need a classic deep-learning text recognition model for standalone OCR tasks without layout parsing.
Text recognition (optical character recognition) with deep learning methods, ICCV 2019
Does the same job, but ships as an app. Useful to a person, not swappable into a codebase.
when you want a simple CLI wrapper for PDF-to-Markdown without deploying a large model.
Standalone CLI wrapper and docs for Nutrient's PDF-to-Markdown extractor
These projects were analysed and named Dolphin among their alternatives. The relationship is not symmetric — how Dolphin rates them is a separate judgement, made when Dolphin is analysed in its own right.
calls Dolphin “Same class of VLM document parser; pick if you prefer a model with ACL-2025 anchor prompting and can check its license.”
Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing.
calls Dolphin “choose when you want a peer research model for complex document layout benchmarks and can accept an unasserted license.”
Multilingual Document Layout Parsing in a Single Vision-Language Model
calls Dolphin “document image parsing model, direct alternative for formatting-aware extraction”
Official code implementation of General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model
calls Dolphin “Choose for a research-focused document image parser using a different anchor-prompting approach.”
GLM-OCR: Accurate × Fast × Comprehensive
calls Dolphin “LMM-based document image parser, similar capability to MonkeyOCR”
A lightweight LMM-based Document Parsing Model
calls Dolphin “Vision-language model for document image parsing; choose when you want to use this specific model directly for Markdown generation.”
PDF craft can convert PDF files into various other formats. This project will focus on processing PDF files of scanned books.
calls Dolphin “Choose when you are researching document image parsing and want the ACL 2025 baseline, not a maintained production OCR.”
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
calls Dolphin “Choose if you are doing research or want a state-of-the-art document image parsing model; it is not a turnkey library.”
PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
calls Dolphin “research-grade anchor-prompting parser, less mature but distinct architecture.”
OCR, layout analysis, reading order, table recognition in 90+ languages
calls Dolphin “research model for document image parsing via deep learning, requires GPU and is not a maintained tool.”
Transforms PDF, Documents and Images into Enriched Structured Data
calls Dolphin “Same document image parsing goal with a different model architecture.”
Enhances Tesseract OCR output using LLMs (local or API) for error correction, smart chunking, and markdown formatting of scanned PDFs
calls Dolphin “if you need a research-grade document image parsing model for specific image inputs”
Get your documents ready for gen AI
calls Dolphin “When you want to apply a specific research model for document image parsing.”
Convert PDF to markdown + JSON quickly with high accuracy
calls Dolphin “A single document image parsing model from a paper, not a full toolkit, narrower than OpenOCR.”
OpenOCR: An Open-Source Toolkit for General-OCR Research and Applications, integrates a unified training and evaluation benchmark, commercial-grade OCR and Document Parsing systems, and faithful reproductions of the core implementations from a wide range of academic papers.