Cyberpunk Photo Editor

Purpose and scope: The Cyberpunk Photo Editor transforms standard portraits into cyberpunk artwork using AI-driven editing. It targets photographers, concept designers, social media creators, and studios that require fast, repeatable neon styling for campaigns and portfolios. The tool emphasizes preserving facial features while applying neon lighting and color grading.
Core logic: It combines neural style transfer with tone-mapping optimized for high-contrast neon palettes. Core features include preset cyberpunk styles, adjustable strength, glow controls, high-resolution export, and optional batch processing. Advanced users can tweak color curves and texture details via API access. The system enforces facial recognizability and avoids excessive saturation to maintain realism within the cyberpunk aesthetic.
Inputs & outputs: Inputs are a source image (JPEG/PNG, up to 100 MB), a chosen cyberpunk preset, strength (0–100%), glow intensity, and output resolution. Outputs yield a stylized portrait in the selected format, ready for download or batch delivery, with optional metadata. API mode may return a header with job details.
Algorithms & calculations: The tool employs a two-stage approach: a feature-preserving style transform to shift hues toward neon palettes, followed by sharpening and selective noise reduction. It uses facial landmark guidance to constrain deformation and maintain identity cues, supported by perceptual color grading for consistent neon intensity across images.
Error & edge cases: Large inputs may be cropped or rejected if exceeding policy limits; unknown presets fall back to a default cyberpunk profile. Non-image inputs trigger explicit error codes. In batch mode, failures are logged without halting the queue.
Industry/Region & localization: Adheres to standard sRGB color space, common portrait dimensions, and license-friendly output formats suitable for global use. Localization considerations focus on time-zone and currency-agnostic billing for enterprise customers.
Assumptions & exclusions: Real-time video editing and 3D rendering are out of scope. The service focuses on 2D portrait stylization with batch processing support.