Overview of Image Segmentation with AI

Explore the intricacies of image segmentation using artificial intelligence in this 34-minute conference talk from DevConf.CZ 2024. Delve into the challenges machines face in identifying objects and their edges within images, a task that comes naturally to humans. Learn about the recent advancements in AI that are enhancing model capabilities and enabling them to learn from data. Discover the steps required to achieve optimal results and how to select the appropriate tools for different types of segmentation problems. Gain insights into the categories of AI relevant to image segmentation, common deep learning structures used in the field, and the process of creating an effective image segmentation model. Speaker Joao Pedro Poloni Ponce guides you through this complex topic, providing a comprehensive introduction to image segmentation with AI.