SilverAIGenerate professional headshot portraits from casual photos.
Headshot Gen is an AI model that transforms ordinary photos -- selfies, casual snapshots, travel pictures -- into studio-quality professional headshots. Built as a LoRA (Low-Rank Adaptation) fine-tune on the Qwen-Image-Edit foundation, it reshapes the entire scene, lighting, and attire of the subject while preserving their exact facial identity: eye shape, smile, bone structure, and natural expression.
The model is designed for developers who need to ship professional portrait generation without the cost of a physical photo studio. A single API call converts any face photo into a polished business headshot ready for LinkedIn profiles, corporate directories, resumes, or official ID documents.
Facial identity preservation -- The most critical strength. The AI guarantees that the person in the output is unmistakably the same person from the input, with no distortion of facial features.
Studio-grade quality -- Produces headshots with professional lighting, high sharpness, and natural background blur (bokeh) that match the output of a dedicated portrait studio.
Prompt-controllable styling -- Developers can specify attire (e.g., "navy suit," "white dress shirt") and background (e.g., "modern office," "gray studio backdrop") through a text prompt, giving full creative control.
Fast processing -- Optimized inference delivers results quickly, suitable for on-demand user-facing applications.
Save up to 70% vs direct pricing
Aggregated volume discounts.
Use Cases
From rapid prototypes to production workflows — explore real-world use cases this AI model unlocks.
Mobile apps and career platforms can offer a "professional headshot" feature where users upload a casual selfie and receive a polished corporate portrait in seconds. Headshot Gen replaces cluttered backgrounds with clean studio backdrops, adjusts lighting to professional standards, and can dress the subject in formal business attire -- all while keeping the person's natural face, expression, and distinguishing features perfectly intact.
HR tech platforms and job boards can integrate Headshot Gen to help candidates make a stronger first impression. A travel photo or casual snapshot is transformed into a professional headshot with office-appropriate attire and a clean, modern background. The AI handles the complete scene transformation -- from casual clothing to business wear, from outdoor scenery to a bright, professional workspace -- while maintaining the subject's authentic appearance.
Government services, travel agencies, and immigration platforms can use Headshot Gen to generate standardized passport and visa photos from any input image. The model produces images that meet strict international requirements: proper head-to-chin-to-shoulder ratios, neutral expression, correct framing, uniform lighting, and plain backgrounds. This is the hardest accuracy benchmark for the model, as passport photos demand exact compliance with country-specific regulations.
Integration in 3 steps
Integrate the Headshot Gen API into your existing workflow via Snapedit with just a few simple steps. No credit card required to start.
Create your Snapedit account in 30 seconds and receive free credits instantly. No credit card required.
Generate a globally valid Snapedit key with easy management from your dashboard.
Update your Base URL and API key to start calling Headshot Gen with smart routing and cost optimization.
FAQ
Everything you need to know about using the Headshot Gen API through Snapedit.
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