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Showing posts with the label Machine Algorithm

ACCELERATED COMPUTING

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  ACCLERATED  COMPUTING In the contemporary digital landscape, the need for high-performance computing has become indispensable across industries. From artificial intelligence (AI) and big data analytics to climate modeling and genomic research, the demand for computational power is surging exponentially. Accelerated computing has emerged as a groundbreaking paradigm, redefining how computational tasks are processed and executed. By leveraging specialized hardware and software, accelerated computing addresses the limitations of traditional computing systems, paving the way for unprecedented levels of speed, efficiency, and scalability. Understanding Accelerated Computing : Accelerated computing refers to the use of specialized hardware, such as Graphics Processing Units (GPUs), Field-Programmable Gate Arrays (FPGAs), and Tensor Processing Units (TPUs), alongside optimized software frameworks, to perform complex and data-intensive tasks more efficiently than general-purpose Cen...

COMPUTER VISION

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  COMPUTER VISION WHAT IS COMPUTER VISION : Computer vision is a field of Artificial Intelligence (AI) that enables computers and systems to derive meaningful information from digital images , videos and other visual inputs - and take actions or make recommendations based on that information . If AI enables computers to think , computer vision enables them to see , observe and understand . Computer vision works much the same as human vision , except humans have a head start . Human sight has the advantage of lifetimes of context to train how to tell objects apart , how far away they are , whether they are moving and whether there is something wrong in an image . Computer vision trains machines to perform these functions , but it has to do it in much less time with cameras , data and algorithms rather than retinas , optic nerves and a visual cortex . Because a system trained to inspect products or watch a production asset can analyze thousands of products or processes a minute , no...

ARTIFICIAL - INTELLIGENCE

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  ARTIFICIAL INTELLIGENCE   Introduction : Artificial intelligence is one of the advancements in the computer science , therefore can be said as a branch of computer science. It is the intelligence of machines. Generally, we do understand the intelligence of human beings, but when the same is depicted by machine, then termed to as artificial intelligence. The machine was supposed to perform any action on basis of the command given, but if the human-like thinking and analyzing, problem-solving capacity, voice recognition capacity in installed then the same proves it to be a smart one. Human intelligence is incubated by means of some processed inputs. There are many of the commands processed as input to the machines so that they give the desired results. Types of Artificial Intelligence : There are mainly two types of artificial intelligence. They are : Type 1 : Narrow Artificial Intelligence -  Can perform the single task example voice recognition. General Artificial I...