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Computer Vision

111 summarised stories about Computer Vision, each linking back to the original source. Browse all topics →

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Friday, 24 July 2026

Prentis, new AI lab co-founded by Reid Hoffman, Marc Pincus in talks to raise $100M

TechCrunch 2 months ago 7 ● 2 sources

Prentis, an AI lab co-founded by Reid Hoffman and Marc Pincus focused on computer-use models, is raising $100 million at a $1 billion valuation. The startup has signed contracts worth up to $50 million with customers and claims its Hive-32B model outperforms GPT-5.4 and Claude Opus 4.6 on computer-use benchmarks while costing roughly 10 times less per task. The funding and early customer wins position Prentis to compete in the growing market for AI agents that automate office workflows.

How to Build an End-to-End OCR Pipeline with Baidu’s Unlimited-OCR for High-Resolution Images and Multi-Page PDF Parsing

MarkTechPost 2 months ago 29

A tutorial demonstrates how to build an OCR pipeline using Baidu's Unlimited-OCR, a 3-billion-parameter vision-language model, for processing document images and multi-page PDFs in Google Colab. The model is loaded with automatic dtype selection (bfloat16 or float16) and tested in two inference modes: Gundam mode with tiled crops for dense text and Base mode with single full-page views for faster processing. The workflow extends to multi-page PDF parsing using PyMuPDF and infer_multi(), preserving long-context generation settings to handle tables, paragraphs, and cross-page content in a single end-to-end pipeline.

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