Exploring Generative AI through GAN Models
Lakshay Kumar (~lakshay1) |
Description:
In this talk on Generative AI and GAN models, we will delve into the fascinating world of artificial intelligence. Through a comprehensive exploration, we will uncover the inner workings of GANs and demystify their training process. We'll gain insights into the different types of GANs, such as conditional GANs and style-based GANs, and how they contribute to the advancement of generative AI. To truly appreciate the significance of GANs, we will also discuss their wide-ranging industrial applications, spanning image synthesis, video generation, data augmentation, and even virtual reality.
Prerequisites:
Basic mathematics upto class 10 is minimum. Having to know basic of calculus will surely help in deeper understanding.
Speaker Info:
I am an author of From Data to World : 5 Real world secrets with Data Science and currently serving as a Data Analyst and SD Manager at UK Start-up, where i am building an automation for a complex registration process. I've mentored students, guiding them through their Python learning along with implementation and helping them take their first steps into the world of technology. Before embarking on my college journey, I actively collaborated with small startups and businesses, assisting them in leveraging technology to streamline their operations. This experience allowed me to acquire proficiency in programming languages such as Java, C++, and Python. Presently, I am exploring the fascinating realms of AI/ML, driven by a strong curiosity to delve deeper into this field. I had the privilege of sharing my insights and expertise with audiences at Microsoft, EFY group, OpsTree, Thoughtworks and Mathworks. My talks have provided valuable insights into the latest trends and advancements in the tech industry.