Ollama-OCR

A powerful Optical Character Recognition (OCR) tool

CommonProductImageOCRImage Recognition

Ollama-OCR is an OCR tool utilizing the latest visual language models, supported by Ollama, capable of extracting text from images. It supports various output formats, including Markdown, plain text, JSON, structured data, and key-value pairs, and offers batch processing capabilities. This project is available as a Python package and a Streamlit web application, providing convenience for users in various scenarios.

Supports various visual models
such as LLaVA 7B and Llama 3.2 Vision
to meet different document recognition complexity requirements.
Offers multiple output formats
including Markdown
plain text
JSON
structured data
and key-value pairs to fulfill diverse user needs.
Provides batch processing capabilities to process multiple images in parallel and track the processing status of each image.

\The target audience includes users who need to extract text from images
such as document managers
researchers
and developers. Ollama-OCR is well-suited for them due to its high accuracy and support for multiple output formats
significantly enhancing the efficiency and accuracy of text extraction.\

Researchers use Ollama-OCR to extract data from images of academic papers for further analysis.
Businesses utilize Ollama-OCR to process large volumes of customer documents for digital storage and retrieval.
Developers integrate Ollama-OCR into their applications to provide image-to-text conversion functionality.

1. Install Ollama-OCR: Run the command 'pip install ollama-ocr' in your terminal.
2. Pull the required model: Use the command 'ollama pull llama3.2-vision:11b'.
3. Initialize the OCR processor: Import OCRProcessor in your Python code and create an instance
specifying the model name.
4. Process a single image: Call the process_image method

Visit

Ollama-OCR Visit Over Time

Monthly Visits

494758773

Bounce Rate

37.69%

Page per Visit

5.7

Visit Duration

00:06:29

Ollama-OCR Visit Trend

Ollama-OCR Visit Geography

Ollama-OCR Traffic Sources

Ollama-OCR Alternatives

InternViT-6B-448px-V2_5 — An enhanced visual model based on InternViT-6B-448px-V1-5

Image•Visual Model•Feature Extraction

LlamaOCR — Convert images into structured Markdown documents.

Productivity•OCR•Document Conversion

156

TurboLens — A one-stop OCR solution for rapidly generating insights from images.

Productivity•OCR•Computer Vision

120

Koncile — Next-generation, reliable, and customizable OCR solution

Productivity•OCR•Text Extraction

Electronic-Component-Sorter — AI-driven electronic component classifier, the ultimate solution for smart component management.

Programming•Machine Learning•Image Recognition

126

joy-caption-batch — A tool for batch generating descriptive titles for image files

Programming•Batch Processing•Image Description

120

MixTeX-Latex-OCR — Efficient local offline LaTeX recognition tool powered by CPU.

Productivity•python•machine-learning

180

Comic Translate — Desktop application for automatic comic translation

Productivity•python•ocr

402

pdfdeal — Python packaging of Doc2X API, enhancing PDF processing.

Programming•PDF processing•OCR

366

UBIAI — Making natural language processing and machine learning solutions more accessible and affordable to achieve better, smarter decisions.

Productivity•Data Annotation•Text Extraction

402

World Translator: Transl.Learn — Translate any language using your camera and images.

Productivity•Translation•OCR

240

Radio LLM — A platform that integrates large language models with the Meshtastic communication network.

Programming•Python•Meshtastic

brainstormers — A mind-mapping tool based on LangChain and Streamlit

Productivity•Brainstorming•Innovation

DeepSeek-VL2-Tiny — Advanced Large-scale Mixture of Experts Visual Language Model

Image•Visual Language Model•Mixture of Experts

Megrez-3B-Omni — Open-source full-modal understanding model for edge deployment

Productivity•Full-modal understanding•Image recognition

Kimi Visual Thinking Model K1 — A visual thinking model based on reinforcement learning technology, leading the industry in scientific testing.

ChineseSelection•Visual Thinking•Scientific Testing

282

InternVL2_5-1B — A large multimodal language model that supports image and text understanding.

Image•Multimodal•Large Language Model

InternVL2_5-38B — Advanced Multimodal Large Language Model Series

Image•Multimodal•Large Language Models

108

OpenGVLab InternVL — An AI visual language model providing image analysis and description services.

chatting•Image Recognition•Deep Learning

Florence-VL — Enhancement tool for visual language models, combining generative visual encoders and deep breadth fusion technology.

Programming•Visual Language Models•Multimodal Learning

PaliGemma 2 — PaliGemma 2 is a powerful visual language model that is easy to fine-tune.

Productivity•Visual Language Model•Machine Learning

They See Your Photos — Revealing the stories and privacy information behind photos

Image•Privacy Protection•Image Recognition

AI-Data-Analysis-MultiAgent — AI-Driven Multi-Agent Data Analysis System

Productivity•python•agent

138

ViTLP — A visually guided generative text layout pre-trained model for document intelligence.

Productivity•OCR•Document Intelligence

258

Doc2X — The ultimate solution for document/image formula recognition, conversion, and translation

ChineseSelection•Document Processing•Formula Recognition

150

Semantic Kernel OpenAPI Plugin — The Semantic Kernel OpenAPI plugin supports .NET and Python.

Programming•.NET•Python

Aiarty Image Enhancer — AI image enhancement software that improves image quality, details, and resolution.

Image•AI Image Enhancement•Super-resolution

Aiarty Image Matting — An advanced AI-based image matting software that offers precise background removal.

Image•AI Matting•Image Processing

222

Sudoku-RWKV — A specialized RWKV model for solving Sudoku puzzles.

Programming•Sudoku•RWKV Model

Best AI Websites & Tools