Sandeep
Singh
Head of Applied AI, Computer Vision
Beans.ai
Sandeep Singh is a leader in applied AI and computer vision in Silicon Valley's mapping industry, and he is at the forefront of developing cutting-edge technology to capture, analyze and understand satellite imagery, visual and location data. With a deep expertise in computer vision algorithms, machine learning and image processing and applied ethics, Sandeep is responsible for creating innovative solutions that enable mapping and navigation software to accurately and efficiently identify and interpret features to remove inefficiencies of logistics and mapping solutions. His work includes developing sophisticated image recognition systems, building 3D mapping models, and optimizing visual data processing pipelines for use in logistics, telecommunications and autonomous vehicles and other mapping applications. With a keen eye for detail and a passion for pushing the boundaries of what's possible with AI and computer vision, Sandeep's leadership is driving the future of applied AI forward.
17 April 2024 09:30 - 10:00
Text-to-image dreambooth: customize your dreams and more!
In the technical discourse, dive deep into the intricacies of Dreambooth, an avant-garde approach to personalizing generative artificial intelligence models. This presentation provides a detailed examination of the algorithmic underpinnings that enable Dreambooth to modify pre-trained generative models, such as GPT (Generative Pre-trained Transformer) for text and DALL·E for images, allowing for the generation of content that aligns with user-specified themes, styles, or subjects. By incorporating fine-tuning processes with a minimal set of user-provided examples, Dreambooth extends the frontier of AI's capability in creating highly personalized and contextually relevant outputs. Through a technical lens, the presentation aspires to equip the audience with a profound understanding of Dreambooth's contribution to the evolving landscape of artificial intelligence and its transformative impact on digital content creation and personalization.