OCR Document Extraction Transformer Models

Tools for extracting text and structured data from images, PDFs, and documents using transformer-based OCR models. Does NOT include general document analysis, LLM-based summarization, or post-extraction processing (summarization/Q&A).

There are 43 ocr document extraction models tracked. 4 score above 50 (established tier). The highest-rated is kha-white/manga-ocr at 64/100 with 2,582 stars and 17,983 monthly downloads. 1 of the top 10 are actively maintained.

Get all 43 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=ocr-document-extraction&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	kha-white/manga-ocr Optical character recognition for Japanese text, with the main focus being...	64	Established	2,582	Python
2	clusterzx/paperless-ai An automated document analyzer for Paperless-ngx using OpenAI API, Ollama,...	57	Established	5,410	JavaScript
3	bytefer/ollama-ocr Implementing OCR with a local visual model run by ollama.	54	Established	300	TypeScript
4	alephpi/Texo-web The web application for Texo, a minimalist SOTA LaTeX OCR model which...	51	Established	46	Vue
5	alephpi/Texo A minimalist SOTA LaTeX OCR model with only 20M parameters, running in...	49	Emerging	747	Python
6	Dartvauder/NeuroSandboxWebUI (Windows/Linux/MacOS) Local WebUI with neural network models (Text, Image,...	42	Emerging	108	Python
7	FreeOCR-AI/layoutreader A Faster LayoutReader Model based on LayoutLMv3, Sort OCR bboxes to reading order.	42	Emerging	314	Python
8	samestrin/llm-pdf-ocr-api A Python-based REST API for PDF OCR using AI models with PyTorch and...	40	Emerging	34	Python
9	neosantara-xyz/glm-ocr-inference Fast and lightweight GLM-OCR inference on Modal with an OpenAI-compatible...	34	Emerging	3	Python
10	JonSnow1807/Medical-Prescription-OCR OCR system for handwritten medical prescriptions using Donut transformer and...	31	Emerging	9	Jupyter Notebook
11	CYFARE/PDXTRACT Extract From PDF's Using Ollama Local LLM	26	Experimental	4	Python
12	lucky-verma/SaastIE Document understanding system using Donut transformer architecture	23	Experimental	7	Python
13	sitammeur/gliner-litserve Leverage ModernGLiNER's capabilities using LitServe.	23	Experimental	2	Python
14	Dartvauder/NeuroTrainerWebUI (Windows/Linux) Local WebUI for finetuning, evaluation and generation of...	22	Experimental	9	Python
15	resetpaid/lumina Perform passive domain reconnaissance using public data sources without...	22	Experimental	—	Python
16	cristi4nhdz/osint-threat-intel-pipeline Multi-source OSINT pipeline that ingests threat feeds, enriches entities...	22	Experimental	—	Python
17	extractable-hoodedsheldrake431/deepseek_ocr_app 🖼️ Streamline your document processing with DeepSeek OCR, a modern app...	22	Experimental	—	JavaScript
18	Metedout-biographer66/dots.ocr-fix-demo 🖼️ Upload images to experience accurate multilingual OCR results with the...	22	Experimental	—	Jupyter Notebook
19	AleNard89/py-pytorch-invoice Automated invoice data extraction using LayoutLMv3 (PyTorch) with PyQt6...	22	Experimental	—	Python
20	muhammad-fiaz/EMSUGI EMSUGI is a future prediction & analysis project on various factor like...	20	Experimental	1	HTML
21	Quotify-Bot/quotify-frontend AI-powered inspirational quote generator	20	Experimental	7	JavaScript
22	zainafxal/DisasterInsight-AI DisasterInsight AI: A multimodal AI platform orchestrating 5 models (Vision,...	19	Experimental	—	Jupyter Notebook
23	KadirCanCelik/Handwriting-to-digital Handwriting to text conversion using line segmentation and OCR techniques	19	Experimental	—	Jupyter Notebook
24	SemanticWave-Hoyeon/NavtexRecovery AI-powered restoration system for damaged NAVTEX (NAVigational TEleX)...	19	Experimental	—	Vue
25	bcastelino/ocr-text-vision-pro AI-powered OCR application using Free OpenRouter Vision Models for advanced...	19	Experimental	—	Python
26	Kovelja009/handwriting-recognition Benchmark of different network architectures for handwritten text recognition.	18	Experimental	5	Jupyter Notebook
27	inuwamobarak/nougat Nougat is a Meta AI's revolutionary OCR model designed to transcribe...	18	Experimental	27	Jupyter Notebook
28	koesan/Manga_Comic_Colorization_and_Translation_v1 AI-powered manga and comic translator using EasyOCR and Hugging Face...	18	Experimental	3	Python
29	PRITHIVSAKTHIUR/dots.ocr-fix-demo This Gradio application demonstrates the capabilities of the "dots.ocr"...	17	Experimental	2	Jupyter Notebook
30	ToluClassics/LowResourceOCR This work is an adaptation of CNN+Transformer architecture to training text...	17	Experimental	5	Python
31	kalimx03/intelli-credit AI-powered corporate credit decisioning engine for Indian banking. Ingests...	15	Experimental	1	Python
32	arora-r/gradio-example This repository is an example of dockerizing a Gradio application which uses...	14	Experimental	1	Python
33	Eduardo-PRg/NLM2Img 🖼️ Combine multi-page PDFs into a seamless image and add custom stamps, all...	14	Experimental	—	TypeScript
34	Mustapha-AJEGHRIR/arabic_calligraphy This is a repo containing our code for Arabic calligraphy style detection...	13	Experimental	8	Jupyter Notebook
35	sorcero/ingestum Read-only mirror of https://gitlab.com/sorcero/community/ingestum	13	Experimental	7	Python
36	UP2040499/auto-osint-v An automated tool for Validating OSINT. This forms part of the final step of...	13	Experimental	5	Python
37	ramyadjoshi/IntelliDoc-AI-Powered-Intelligent-Document-Analysis-System IntelliDoc is an intelligent document understanding system that helps users...	12	Experimental	1	Python
38	SD7Campeon/Gemma3_OCR_Text_Extractor_LLM Gemma-3 OCR exemplifies the confluence of abstruse computer vision and...	12	Experimental	1	Python
39	Mohammed20201991/OCR_HU_Tra2022 HTR Transformer for Hungarian Language	12	Experimental	1	Jupyter Notebook
40	Parth844/AI_pdf_to_Epub AI-powered PDF to EPUB conversion engine with LLM-based chapter detection...	11	Experimental	—	Python
41	heyxalok/Optiv-AI-Project AI-powered cybersecurity automation system that cleanses sensitive data from...	11	Experimental	—	Python
42	stelaras36/OCRfixer Web & CLI tool to fix noisy OCR text using a fine-tuned T5 model	11	Experimental	—	Python
43	sitammeur/readerlm-litserve Leverage Reader-LM's capabilities using LitServe.	11	Experimental	—	Python

Comparisons in this category

Texo-web and Texo (51 vs 49) NeuroSandboxWebUI and NeuroTrainerWebUI (42 vs 22)