Panoptic Segmentation unifies typically dense prediction tasks of semantic segmentation and instance segmentation into a holistic task, providing broader application and an essential step toward real-world vision systems.

In this video, we will talk about the advancements of use cases and applications of panoptic segmentation, especially auto-driving, healthcare, remote sensing, agriculture, digital imaging, and smart city. Also, the enabling open datasets and commercial datasets behind state-of-the-art models are summarized.

For more information, please visit: https://maadaa.ai/blog/panoptic-segmentation-6-typical-real-world-applications-and-15-enabling-datasets/

Reference List:

https://www.youtube.com/watch?v=5QUmlXBb0MY&t=235s https://www.youtube.com/watch?v=vzfGMMEEz5w https://www.youtube.com/watch?v=-7CEm6d8l4A https://www.youtube.com/watch?v=H3upKXr5-hQ&t=38s https://www.youtube.com/watch?v=VRRPy-yEKRM https://www.youtube.com/watch?v=HS1wV9NMLr8