Generate depth-aware transition image C from input image A using depth map D and alternate image B

Generate depth-aware transition image C from input image A using depth map D and alternate image B targets a $4.0B = 40M active creators/prosumers × $100 ACV (annual spend on creative tooling and plugins) total addressable market with medium saturation and a year-over-year growth rate of 12% CAGR (source: Grand View Research / industry reports on video editing and creator tools, 2023-2026).

Key trends driving demand: Short-form video and social-first content growth — demand for faster, higher-quality visuals creates a need for tools that produce cinematic transitions and parallax effects from single images.; AI commoditization of visual effects — generative models and depth estimators are now performant enough to automate previously manual VFX steps, lowering the bar for creators.; Platform native features and templates — social networks and advertising platforms favor novel formats and dynamic content, increasing demand for easy-to-produce motion assets..