The Evolution of Object Tracking: From Classical Methods to Vision-Language Models
Author(s): Arpita Vats Originally published on Towards AI. Object tracking lies at the heart of modern computer vision, powering applications like autonomous driving, augmented reality, robotics, video surveillance, and sports analytics. From handcrafted filters to multimodal, promptable trackers guided by natural language, …
The Evolution of Mixture Of Experts: From Basics To Breakthroughs
Author(s): Arpita Vats Originally published on Towards AI. Source: Taxonomy of Mixture of Experts, encompassing MoEs for Vision, LLMs, scaling the LLMs, recommendation systems and various MoE Python Libraries Introduction This recently released study is a comprehensive survey of 80+ Mixture Of …