Common Challenges in AI Video Annotation and How to Overcome Them
Artificial Intelligence (AI) has taken the world by storm, and video annotation is one of the most critical components driving its evolution—especially in applications like autonomous vehicles, surveillance, healthcare, and robotics. But as promising as AI video annotation may sound, it comes with its fair share of challenges. In this blog post, we’ll uncover the common obstacles in AI video annotation and explore practical solutions to overcome them , especially if you're outsourcing to a data annotation company in India or looking to collaborate with an AI video annotation company in India . Why Is Video Annotation Crucial for AI? Video annotation involves labeling or tagging objects frame-by-frame within video content to train AI models. These annotations help machines “see” and interpret their surroundings, which is vital for applications like: Self-driving cars detecting pedestrians Retail analytics tracking customer movement Medical AI monitoring surgical proce...