Pareidolia is an exploration into generative interfaces. The goal wasn't just to wrap an AI model, but to create a tool that feels like a natural extension of the creative process. By leveraging Gemini 2.5 Flash Image, the application interprets high-velocity, low-fidelity user inputs (scribbles) and hallucinates detailed, stylistic variations in near real-time.
"The lag between thought and execution is where creativity often dies. Peridolia aims to close that gap by acting as a visual autocomplete."
This isn't just image generation; it's visual translation. We utilize Gemini 2.5 Flash not only for its speed but for its profound understanding of spatial intent. The model acts as a "creative co-pilot," interpreting the crude structural lines of a sketch and texturing them with high-fidelity details that respect the original perspective.
The application logic resides on Vercel's Edge Network, ensuring that the handshake between the user and the AI model occurs as close to the user as possible.
Real-time session management and history sync. Handles authentication, user quotas, and live updates across all devices.