| Key features | - AI-powered nail art generator with text-based design creation
- Virtual try-on using computer vision to apply designs to hand photos
- Over 1,000 professionally curated nail art designs
- Design gallery organized by color, shape, technique, occasion and season
- Save and download designs to personal gallery
- Expert nail care tips and educational tutorials
- Salon information including ratings, reviews, services and pricing
- Support for all nail shapes including almond, square, coffin, oval and stiletto
| - First-person video capture with head, helmet or chest-mounted cameras
- Dual-reviewed annotation of tasks, tools, objects and outcomes
- Privacy processing including face and text removal before release
- Documented protocols agreed before recording begins
- Contributor consent tracking and payment per accepted hour
- Provenance records with capture context, protocol version and processing history
- Evaluation, research, commercial and enterprise licence tiers
- Custom dataset collection for specified tasks and environments
- Formats: MP4 video, Parquet tables, JSON manifest
- Immutable, versioned releases for reproducible experiments
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| What makes it different | - Photo-realistic virtual try-on using advanced computer vision AI to preview designs on actual hands
- Over 1 million nail art designs generated and comprehensive curated gallery
- Integrated nail salon directory with reviews and contact information for all 50 states
- All designs free to use and download with detailed instructions for recreation
- Expert educational resources from professional nail technicians
| - Real-world field recordings from skilled professionals instead of lab or simulated data
- Includes failure and recovery episodes with explicit outcome state labels
- Contributors are paid upfront agreed rates with transparent review decisions
- Quality assurance with sample re-annotation and written acceptance criteria
- ISO 27001 and SOC 2 Type II certification in progress
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