Retail / Fashion
Fashion Style Analyzer
Classify garments and outfits by style category, colour palette, formality, season suitability, and occasion type from photographs. Returns structured tags compatible with product catalogues and personalisation engines. Supports outfit composition analysis — identify individual items in a styled look and match each to purchasable equivalents.
Accuracy
91% style category accuracy on DeepFashion2 benchmark
Latency
<600ms
Use cases
- Personal styling recommendation engine input
- Product tagging automation for fashion retailers
- Second-hand platform auto-categorisation
- Trend analysis from social media imagery
Gera Systems integration
This capability is wired into GeraMarket within the Gera Systems platform. It is available via the GeraLens API for third-party integrations.
Start using Fashion Style Analyzer
GeraLens provides this capability via a simple REST API. Join the beta to access it — 1,000 free API calls per month during beta.
Join the betaFashion Style Analyzer — questions & answers
- How accurate is GeraLens Fashion Style Analyzer?
- Fashion Style Analyzer runs at 91% style category accuracy on DeepFashion2 benchmark. Accuracy is tracked per class and published rather than averaged into a single headline number.
- How fast is GeraLens Fashion Style Analyzer?
- Typical inference latency is <600ms via the GeraLens REST API.
- What can I use GeraLens Fashion Style Analyzer for?
- Common use cases: Personal styling recommendation engine input; Product tagging automation for fashion retailers; Second-hand platform auto-categorisation; Trend analysis from social media imagery.
- Which Gera Systems product does Fashion Style Analyzer integrate with?
- Fashion Style Analyzer is wired into GeraMarket and is also available standalone via the GeraLens API.