{"id":164440,"date":"2024-03-06T19:00:56","date_gmt":"2024-03-06T19:00:56","guid":{"rendered":"https:\/\/www.techopedia.com\/?p=164440"},"modified":"2024-03-07T11:37:31","modified_gmt":"2024-03-07T11:37:31","slug":"after-the-success-of-llms-get-ready-for-large-vision-models-lvms","status":"publish","type":"post","link":"https:\/\/www.techopedia.com\/how-large-vision-models-lvms-are-transforming-computer-vision","title":{"rendered":"After the Success of LLMs, Get Ready for Large Vision Models (LVMs)"},"content":{"rendered":"

Imagine browsing a website that sells clothes, furniture, or cars.<\/p>\n

You see a product that attracts you, and you want to know more \u2014 so you click on it and are greeted with a fantastic image showing every product detail and feature.<\/p>\n

You can zoom in, rotate, change the product’s color, and see its appearance in different settings and scenarios.<\/p>\n

Dazzled by what you see, you decide to buy the product. And e-commerce<\/a> has another satisfied customer.<\/p>\n

Now, imagine that the image you saw was not an actual photograph but a synthetic one created by an artificial intelligence<\/a> (AI). The product you bought may not even exist in the physical world but only in the digital one.<\/p>\n

This is the way online shopping is moving. AI models that can process and interpret visual data, such as images or videos, are becoming more advanced and powerful, enabling new and better applications and experiences across various domains and industries.<\/p>\n

These models are called Large Vision Models<\/a> (LVMs),<\/a> similar to Large Language Models<\/a> (LLMs).<\/p>\n

However, LVMs focus on the visual domain and can perform various tasks related to computer vision<\/a>, such as image classification, object detection, face recognition<\/a>, semantic segmentation, image generation, and more.<\/p>\n

\n

Key Takeaways<\/span><\/h2>\n