Multi Ethnic Portraits - Fashion, Trendy, Uniforms - 4.5k Raw data

Dataset Overview Technical Photography with high-diversity character study consisting of 4,400+ original Canon 1DX Mark II RAW files. Shot over a intensive 7-day session in Palo Alto, this archive features professional actors in an exhaustive range of industry uniforms and cultural attire.

Technical Specifications

Captured on Canon 1DX Mk II (14-bit RAW).

Lighting: Elite 9-head Profoto studio setup with Elinchrom Octobox.

Backgrounds: Consistent studio grey, white, and dramatic cinematic backdrops.

Metadata: Includes a validated CSV with specific tags for Character Type, Ethnicity, Attire, Pose, and Lighting Mood.

Diversity & Character Range This dataset is specifically designed to mitigate bias and improve accuracy in character synthesis. Key subjects include:

Professional & Medical: Doctors, Scientists, Lab Workers, Executives.

Service & Industrial: Chefs, Park Rangers.

Cultural & Editorial: Japanese Kimono, Indian Bollywood, K-Pop Aesthetic.

Sub-Cultures: Punk Rock, Hipster, Athlete, Nerd/Student.

Business Case for AI Training

Uniform & Attire Recognition: Ideal for training security, safety, and occupational classification models.

Identity Consistency: Multiple angles and expressions of the same actors allow for robust "Identity-Lock" training in generative models.

High-Contrast Lighting Research: Professional 9-head setups provide complex shadow and highlight data for advanced neural rendering.

Licensing & Rights

Provenance: 100% creator-owned (Brett Williams Studios LLC).

Terms: Non-exclusive perpetual license for commercial AI R&D.

Delivery: Secure electronic delivery within 24 hours.