Page 202 - Ai_V1.0_Class9
P. 202

The output produced based on input images by generative AI are as follows:












              The Generative AI model takes the input and can recreate its own set of objects in the image, which may or may
              not exist in reality.

              Random Noise Dataset
              A "random noise dataset" typically refers to a collection of data points or samples where each data point is
              generated randomly. There are unpredictable fluctuations and disorganised data, which makes it impossible to
              identify target patterns or relationships in it. This may result in decreased accuracy or reliability of the output,
              which are corrected by generative AI.
                                                                                          Generative Samples





                           Random Noise




                                                           Generative
                                                              Model










                       What is Generative AI?


              Generative Artificial Intelligence (AI), also known as Gen AI, encompasses algorithms designed to produce new
              data closely resembling human-generated content across various forms, including audio, code, images, text,
              simulations, and videos. Leveraging existing data and content for training, Generative  AI holds promise for
              applications spanning natural language processing, computer vision, the metaverse, and speech synthesis. As it
              undergoes continuous training with more data, this technology evolves, progressively refining its capabilities. Its
              growing popularity stems from the intuitive interaction it enables, allowing users to prompt the AI using natural
              language. Notably, the output generated by generative AI often achieves a level of quality indistinguishable
              from human creation. Within Generative AI, a "prompt" serves as the initial input or instruction guiding the
              AI model in generating desired content. For instance, in a text generation model, a prompt may consist of a
              sentence or keywords, while in an image generation model, it could entail a description of the desired image.


                              Brainy Fact


                    Generative AI is now part of the workforce in the US, UK, Australia, and many other parts of the
                    world.


                    200     Artificial Intelligence Play (Ver 1.0)-IX
   197   198   199   200   201   202   203   204   205   206   207