Facebook's new model, known as SAM or Segment Anything Model, has the potential to revolutionize the computer vision industry positively. This breakthrough model is unlike any other image segmentation models that have been previously used. Traditionally, separate models would be trained for different types of images, such as people or cars, but SAM eliminates the need for individual models by offering a universal segmentation solution. SAM is like the GPT moment in the natural language processing industry and has the potential to be used for various image segmentation tasks, such as sentiment analysis or satellite image segmentation. Facebook has generously released SAM with a permissive Apache 2.0 license along with the data set used to train it, which contains over 11 million images and 1.1 billion masks.

"Deep Learning Is Setting Records!!" There is tremendous growth in people searching or showing interests about deep learning & AI in last few years. Every day hundreds of new articles get published on it in social media & press media. Above chart broadly explains as why search trend is ever growing for deep learning & AI. Fundamentally deep learning is a subset of Machine Learning. The reason as why it is exciting is that more data you give to deep learning usually you get more accuracy out from the model.

This web page only lists companies that develop computer vision products. Computer vision (also often referred to as "machine vision" for industrial vision applications) is the automated extraction of information from images. This differs from image processing, in which an image is processed to produce another image. This page covers only products based on computer vision, and it does not cover image processing or any of the many suppliers of sensors or other equipment to the industry.