Artificial Intelligence
Author: Gopi Krishnamurthy
Gopi Krishnamurthy is a Senior Solutions Architect at AWS, based in New York, USA. As a machine learning specialist, Gopi is passionate about deep learning and serverless technologies.
Foundational vision models and visual prompt engineering for autonomous driving applications
Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention. Visual prompts can include bounding boxes or masks that guide vision models in generating relevant and […]
Auto-labeling module for deep learning-based Advanced Driver Assistance Systems on AWS
In computer vision (CV), adding tags to identify objects of interest or bounding boxes to locate the objects is called labeling. It’s one of the prerequisite tasks to prepare training data to train a deep learning model. Hundreds of thousands of work hours are spent generating high-quality labels from images and videos for various CV […]