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Introduction Filmmakers may now bring their imaginations to life on screen thanks to visual effects (VFX), which are essential to modern filmmaking. Rotoscoping is a crucial method in VFX that involves using many techniques. Rotoscoping is a detailed process of tracing objects or people in film frames in order to separate them for different artistic purposes, such as compositing or animation. Nevertheless, conventional rotoscoping techniques are widely known for being time-consuming, requiring significant human effort and resources (FX, 2023). Visual effects is one of the many fields where the introduction of Artificial Intelligence (AI) has signaled transformational potential. Over the past few years, the VFX industry has seen a growing use of AI-powered tools and algorithms (Gilani, 2023). These technologies have the potential to completely change traditional workflows and address the difficulties that come with labor-intensive operations such as rotoscoping. In an effort to clari...