July 2, 2021 – Natural Language Processing (NLP) algorithms and models are great at processing digital text, but many real-world applications use documents with more complex formats. Common examples ...

DeepSeek-OCR compresses long contexts up to 10× with 97% precision, scales to millions of pages per day, and is open source for more efficient LLMs.

One of the practical upsides of improved computer vision systems and machine learning has been the ability of computers to translate text from one language or format to another. [Jchen] used this to ...

The launch of DeepSeek-OCR reflects the company’s continued focus on improving the efficiency of LLMs while driving down the ...

The solution proposed by DeepSeek in its latest paper is to convert text tokens into images, or pixels, using a vision ...

Two years ago, Microsoft announced Florence, an AI system that it pitched as a “complete rethinking” of modern computer vision models. Unlike most vision models at the time, Florence was both “unified ...

Computer vision continues to be one of the most dynamic and impactful fields in artificial intelligence. Thanks to breakthroughs in deep learning, architecture design and data efficiency, machines are ...