Vipera stands for "Visual Intelligence-Promoted End User Auditing" is an interactive system for streamlining and enhancing the systematicness of large-scale T2I model auditing. It is designed to help people test text-to-image models at scale, understand the model behavior in depth, and come up with meaningful auditing criteria.
Specifically, Vipera facilitates structured multi-faceted analysis through the visual cue of scene graph, where the auditing criteria are organized hierarchically and associated with scenic semantics of images. Additionally, Vipera incorporates LLM-powered auditing suggestions to uncover new avenues for analysis and facilitate exploration within the auditing space.
Vipera has been accepted as a Late-Breaking Work paper in CHI 2025. [PDF], [Poster]
Vipera is currently under development. You can view the demo of an initial version of Vipera here.
To run Vipera, you should:
- Install latest NodeJS (any v20+)
- run
npm installto install the dependencies. - In terminal, navigate to project directory and type:
npm run build && npm run dev-> then view site in browser at: http://localhost:3000/decoupled
Made with love in Pttsburgh.