In this post we shall deeply discuss How artificial intelligence is used to resized Images to get better resolution and quality than the original image .
Images can be resized using artificial intelligence (AI) in a way that keeps the original image’s quality and sharpness even after it has been scaled down. Here are a few methods AI can accomplish this:
Deep Learning : AI can analyze and discover patterns from sizable datasets of high-quality images using a method called deep learning. As a result, when an image is resized, AI algorithms may be able to recognize and maintain key details like edges, textures, and colors.
Super-Resolution: AI can improve the resolution of poor-quality images using a method called super-resolution. Super-resolution algorithms predict and fill in missing pixels in an image using a combination of machine learning and statistical modeling, producing a higher resolution image that looks sharper and more detailed than the original image.
Generative Adversarial Networks (GANs): AI can use GANs to transform low-resolution images into high-quality ones. GANs are a particular type of AI architecture where two neural networks collaborate to produce fresh data. When resizing images, one neural network could create high-resolution images from low-resolution ones while the other network assessed the generated images’ quality and offered suggestions for improvement.
Content-Aware Image Resizing: AI can intelligently resize an image while preserving key details and content using a technique called content-aware image resizing. In order to resize an image without distorting or impairing the essential elements of the image, this technique involves analysing the content of the image and selectively removing or adding pixels.
Overall, by preserving crucial details and boosting the resolution of low-quality images, AI has the potential to significantly improve the quality of resized images. It is crucial to remember that the calibre of the training data and the complexity of the image both affect how well AI algorithms for image resizing perform.