Published Paper Details:

AI Rotoscoping is a transformative project that introduces cutting-edge artificial intelligence (AI) technologies to revolutionize the traditional rotoscoping process in video animation. Rotoscoping, a fundamental aspect of animation and visual effects, involves meticulously tracing objects frame by frame in live-action footage to create compelling animations. However, this process is notorious for its time-consuming and labor-intensive nature, often impeding the efficiency and creativity of animators. Our project addresses these challenges by integrating advanced AI algorithms to automate and enhance the rotoscoping workflow. The AI Rotoscoping system employs deep learning models to intelligently track and separate objects from the background in video frames, significantly reducing the manual effort required in the traditional rotoscoping process. This innovative approach empowers animators and visual effects artists to allocate more time and energy to creative aspects rather than getting bogged down in meticulous frame-by-frame detailing. Key features of the AI Rotoscoping project include precise object segmentation, leveraging state-of-the-art computer vision techniques. The system employs advanced motion tracking algorithms to ensure accurate object movement across frames, maintaining consistency and improving overall workflow efficiency. Semantic understanding is incorporated into the AI model to distinguish between various elements in the scene, reducing errors and enhancing the accuracy of the rotoscoping process.