Kelegan | Tech Fluency for an Evolving World

Definition In artificial intelligence, image recognition is a specialized field of computer vision that involves computers interpreting visual information such as identifying and classifying objects, people, places, or even actions from images or vi…

Definition Image segmentation is the process of dividing an image into multiple parts or regions that belong to the same class using criteria such as color or texture. This process is also referred to as pixel-level classification [1]. Basically, …

Definition Image-to-image translation is a generative artificial intelligence (AI) technique that transforms one image to another without losing the original image’s essential characteristics and structures. Simply put, instead of changing pixel val…

Definition In artificial intelligence, image upscaling is a process that improves the resolution of an image measured in pixels through increasing its dimensions (width and height). The purpose goes beyond just making an image bigger, but to also en…

Definition In artificial intelligence, unlike traditional or "batch" machine learning, incremental learning is a type of machine learning where a model consistently updates itself with new data, gaining new knowledge while still retaining …

Definition In artificial intelligence (AI), inference is the process by which trained AI models recognize patterns and draw conclusions from unseen seen data [1]. In other words. inference is artificial intelligence in action. That is, it is when …

Definition Instruction tuning is an approach for fine-tuning large language models (LLMs) on a labeled dataset of instructional prompts and corresponding outputs. Generally, it improves model performance on following instructions, along with perform…