The concept of generative artificial intelligence (GAI) poses a groundbreaking question that has until recently not been contemplated: at what stage does the relationship between humans and machines evolve from its present-day form into one that is so fundamentally changed that we can no longer regard one as being superior to the other when it comes to creative terms? Humanity … [Read more...] about What is Generative AI, and How Will It Disrupt Society?
For a human being, it is easy to look at a selfie and identify the face in the image. However, for a machine, it's not so easy to identify the face of a person while separating it from the rest of the image (the background). If we wanted to train an ML system to recognize the face of a person in an image, we would need to train it with image segmentation. Today we will take a … [Read more...] about What is Image Segmentation: The Basics and Key Techniques
One of the most crucial phases in creating computer vision and image recognition systems, which entails identifying, getting, characterizing, and evaluating outcomes from digital images or videos, is image annotation. AI applications frequently employ computer vision, including security, medical imaging, autonomous cars, and others. As a result, image annotation is essential … [Read more...] about Why is image annotation useful?
Machine learning is one of the decade's most popular buzzwords, ushering a new age in artificial intelligence and intelligent computing. Image recognition has been one of the major benefactors of recent advances in machine learning, particularly deep learning. Image recognition has relied on algorithms to decipher objects in photos for years. Deep learning uses millions of … [Read more...] about Interesting Uses of Image Recognition Technology in AI
Images simply make our world more visible, recognizable and interesting. Literally, if we revisit the quote - A picture speaks a thousand words , then it wouldn't be wrong. Since, technology-wise too, images have a big role to play. Capturing a visual proof through pictures contributes to the image data, which eventually powers many business applications around the world. … [Read more...] about Tracing the Need for Image Sorting in a Digital Backdrop