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Show HN: OCR pipeline for ML training (tables, diagrams, math, multilingual)

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-11 06:22:33

OCR System Optimized for Machine Learning: Figures, Diagrams, Tables, Math & Multilingual Text Overview This OCR system is specifically designed to extract structured data from complex educational materials—such as exam papers—in a format optimized for machine learning (ML) training. It supports multilingual text, mathematical formulas, tables, diagrams, and charts, making it ideal for creating high-quality training datasets. Key Features – Optimized for ML Training: Extracted elements such

Keywords: data image ocr table vision

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Show HN: Qwen-2.5-32B is now the best open source OCR model

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-19 05:00:49

Omni OCR Benchmark A benchmarking tool that compares OCR and data extraction capabilities of different large multimodal models such as gpt-4o, evaluating both text and json extraction accuracy. The goal of this benchmark is to publish a comprehensive benchmark of OCRaccuracy across traditional OCR providers and multimodal Language Models. The evaluation dataset and methodologies are all Open Source, and we encourage expanding this benchmark to encompass any additional providers. Open Source LL

Keywords: benchmark extraction json models ocr

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On Tyranny [book]

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-25 01:45:56

“Timothy Snyder reasons with unparalleled clarity, throwing the past and future into sharp relief. He has written the rare kind of book that can be read in one sitting but will keep you coming back to help regain your bearings.”—Masha Gessen The Founding Fathers tried to protect us from the threat they knew, the tyranny that overcame ancient democracy. Today, our political order faces new threats, not unlike the totalitarianism of the twentieth century. We are no wiser than the Europeans who sa

Keywords: advantage arms book democracy tyranny

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Democratic FTC commissioners say they were just ‘illegally fired’ by President Trump

Source: theverge.com | By Lauren Feiner

Published on: 2025-06-10 02:21:04

is a senior policy reporter at The Verge, covering the intersection of Silicon Valley and Capitol Hill. She spent 5 years covering tech policy at CNBC, writing about antitrust, privacy, and content moderation reform. President Donald Trump fired the two remaining Democratic commissioners at the Federal Trade Commission Tuesday in what appears to be a conspicuous exercise of power over the independent agency. The White House confirmed the dismissals in an unsigned email response to The Verge. D

Keywords: agency commissioners democratic ftc trump

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Show HN: OCR Benchmark Focusing on Automation

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-13 03:49:38

Introduction Interest in the field of OCR document processing has grown significantly with back-to-back releases from new market entrants. The latest being Mistral releasing its OCR model with the claim of being cheaper and more accurate than older players and Andrew NG releasing an agentic document extraction product. However, many enterprises struggle to separate valid claims from exaggerated ones. With so many new releases, it can be difficult to identify solutions that truly meet production-

Keywords: automation benchmark confidence data ocr

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Elon Musk's Grok AI Determines Which Political Party Has Performed Better for the Economy

Source: futurism.com | By Unknown

Published on: 2025-06-16 08:27:53

Elon Musk's "anti-woke" AI chatbot Grok is now apparently a Democratic operative. That's our takeaway, at least, from Grok's response to progressive activist Alex Cole after he tagged the chatbot on X and asked it whether Republicans or Democrats were "better for the economy in the last 30 years." Grok was so eager to shill for Elon Musk's opposition that instead of staying within the timeframe Cole asked, it summarized politics and economics since World War II — a period during which "Democra

Keywords: democrats grok musk republicans trump

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India's Battle to Control the Democracy Narrative

Source: news.ycombinator.com | By Anisha Dutta

Published on: 2025-06-21 07:50:39

How the Modi government moved from improving its global democracy rankings to redefining democracy itself—turning narrative control into a governance strategy. We will email you when we publish. No spam. Sign up. Subscribe I. In March 2021, at the India Today Conclave, External Affairs Minister S. Jaishankar openly dismissed international democracy rankings. You have a set of self-appointed custodians of the world, who find it very difficult to stomach that somebody in India is not looking f

Keywords: democracy government index india rankings

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The US island that speaks Elizabethan English

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-22 22:24:48

The US island that speaks Elizabethan English 2 hours ago Share Save Brian Carlton Share Save Alamy The island of Ocracoke in North Carolina is known for its distinct "Hoi Toider" brogue (Credit: Alamy) Native Americans, English sailors and pirates all came together on Ocracoke Island in North Carolina to create the only American dialect that is not identified as American. I'd never been called a "dingbatter" until I went to Ocracoke, North Carolina for the first time. I've spent a good part

Keywords: alamy dialect english island ocracoke

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Mistral releases new optical character recognition (OCR) API claiming top performance globally

Source: venturebeat.com | By Carl Franzen

Published on: 2025-06-28 15:22:11

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Well-funded French AI startup Mistral is content to go its own way. In a sea of competing reasoning models, the company today introduced Mistral OCR, a new Optical Character Recognition (OCR) API designed to provide advanced document understanding capabilities. The API extracts content—including handwritten notes, typed text, images, tables, and equations—from unstruc

Keywords: ai data document mistral ocr

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Mistral OCR

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-29 12:39:39

Throughout history, advancements in information abstraction and retrieval have driven human progress. From hieroglyphs to papyri, the printing press to digitization, each leap has made human knowledge more accessible and actionable, fueling further innovation. Today, we’re at the precipice of the next big leap—to unlock the collective intelligence of all digitized information. Approximately 90% of the world’s organizational data is stored as documents, and to harness this potential, we are intr

Keywords: 96 97 documents mistral ocr

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Mistral adds a new API that turns any PDF document into an AI-ready Markdown file

Source: techcrunch.com | By Romain Dillet

Published on: 2025-06-29 12:01:37

On Thursday French large language model (LLM) developer Mistral launched a new API for developers who handle complex PDF documents. Mistral OCR is an optical character recognition (OCR) API that can turn any PDF into a text file to make it easier for AI models to ingest. LLMs which underpin popular GenAI tools like OpenAI’s ChatGPT work particularly well with raw text. So companies that want to create their own AI workflow know that it has become extremely important to store and index data in a

Keywords: ai documents mistral ocr text

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Show HN: Benchmarking VLMs vs. Traditional OCR

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-11 05:49:29

OmniAI OCR Benchmark Using Structured Outputs to evaluate OCR accuracy Published Feb 20, 2025 Overview Are LLMs a total replacement for traditional OCR models? It's been an increasingly hot topic, especially with models like Gemini 2.0 becoming cost competitive with traditional OCR. To answer this, we run a benchmark evaluating OCR accuracy between traditional OCR providers and Vision Language Models. This is run with a wide variety of real world documents. Including all the complex, messy,

Keywords: accuracy benchmark gpt json ocr

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