Reverse Engineer Any
AI Image or Video

Prompt DNA: The Science of Reverse Engineering Generative AI

Welcome to ZETRAX Prompt DNA, an advanced visual analysis engine designed to break down and reverse engineer generative media. By uploading an AI-generated image or video, our browser-based utility decodes the complex stylistic and parameter cues hidden within the composition. This tool acts as a visual translation layer, identifying the core subject, camera profile, focal depth, lighting style, and post-processing filters necessary to recreate similar aesthetics across leading models like Midjourney, Flux, Stable Diffusion, and Google Veo 3.

How ZETRAX Reconstructs AI Prompt Parameters

The reverse engineering process does not simply look at visual labels; it breaks the media down into semantic vectors that map directly to the model's original training data. Our algorithms analyze several critical vectors:

• Structural Anatomy: We isolate the primary subject, foreground elements, and background components to define the composition layout.
• Technical Signature: By analyzing depth-of-field blur, bokeh patterns, chromatic aberration, and perspective distortion, we estimate the lens type (e.g., anamorphic, 85mm portrait, 35mm wide angle) and camera simulation.
• Luminance & Lighting: Our analyzer detects light sources, directionality, and contrast levels (such as chiaroscuro, volumetric rays, high-key studio, or natural golden hour backlight).
• Color Science: We map the color palette to specific film stocks and color grading profiles (such as Kodak Portra, teal and orange grade, desaturated monochrome, or pastel palettes).

Deciphering Text Cues & Platform Parameters

Different platforms require different prompt engineering formats. Prompt DNA is trained to output translations tailored to each target engine. If Midjourney is detected, the output includes specific parameters like aspect ratio overrides (--ar 16:9), style configurations (--style raw), and model versions (--v 6 or --v 7). If Flux is selected, the tool formats the reconstructed prompt as descriptive, natural language sentences with photographic technical specifications, which Flux uses to maximize rendering details.

The Importance of Local, Private Processing

We prioritize your creative privacy. Unlike online prompt generators that upload your images to cloud databases for storage and analysis, ZETRAX Prompt DNA runs entirely within your local browser sandbox. Using high-performance Javascript, WebGL canvas processing, and local vector calculations, your files never leave your computer. This local-first architecture ensures that your private designs, concepts, and mood boards remain completely secure and confidential.

Frequently Asked Questions