FOUND: Foundation Data for Industrial Tech Transfer Bridging Academic Progress and Practical Impact through Domain-Grounded Data
ECCV 2026 Workshop | September 8–9, 2026 (TBD) | Malmö, Sweden
- Website: https://eccv2026-found-workshop.limitlab.xyz/
- Contact: gatheluck[at]gmail.com
Foundation models have pushed computer vision forward, but their reliability often drops in real-world, domain-specific deployments due to long-tail distributions, domain shift, and operational constraints (privacy, safety, cost). Closing this "last-mile" gap requires not only better models, but domain-tailored datasets that capture rare yet critical corner cases and realistic variability. This workshop refers to this missing piece as Foundation Data: fine-grained, domain-grounded data designed to bridge academic progress and practical impact.
- Foundation Data creation: collection, curation, and labeling for non-Internet and domain-specific settings
- Self-supervised, semi-supervised, and weakly-supervised learning for domain-grounded data
- Synthetic and simulation data for bridging domain gaps and covering rare corner cases
- Robustness under domain shift, OOD conditions, and long-tail distributions in industrial deployments
- Physical AI and World Models: data and transfer strategies for embodied and interactive systems
- Deployment-aligned evaluation protocols and responsible data governance for real-world AI
| Year | Conference | URL |
|---|---|---|
| 2025 | ICCV | https://iccv2025-found-workshop.limitlab.xyz/ |
git clone git@github.com:cvpaperchallenge/ECCV2026FOUND.git
cd ECCV2026FOUND
yarn installyarn devOpen http://localhost:5173 in your browser.
yarn buildThe production output is generated in build/client/. This is a fully static site (SPA mode) that can be hosted on any static file server.
yarn lint # ESLint + Prettier check
yarn format # Auto-formatDocker Compose configurations are provided in environments/.
# Development
cd environments/dev
docker compose up
# CI / Production build
cd environments/ci
docker compose upThe site is automatically deployed to GitHub Pages on every push to the develop branch via GitHub Actions (.github/workflows/deploy.yaml). The custom domain eccv2026-found-workshop.limitlab.xyz is configured to point to this deployment.
Manual deployment is also possible — run yarn build and serve the build/client/ directory with any static hosting service.
ECCV2026FOUND/
├── src/
│ ├── app/
│ │ ├── routes/Home.tsx # Main page (all sections)
│ │ ├── layout.tsx # Site layout
│ │ ├── root.tsx # App root
│ │ └── app.css # Global styles and color palette
│ ├── components/
│ │ ├── ui/ # UI component library (shadcn/ui)
│ │ ├── header.tsx # Navigation header
│ │ ├── footer.tsx # Page footer
│ │ └── Orb.tsx # WebGL animated background
│ ├── data/
│ │ ├── workshop.json # Workshop content (title, dates, CFP, schedule, contact)
│ │ ├── people.json # Organizers and speakers
│ │ └── extras.json # Past events, awards, supporters
│ └── lib/
│ ├── seo.ts # SEO metadata and OGP settings
│ ├── structured-data.ts # JSON-LD structured data
│ └── calendar.ts # Date utilities and ICS generation
├── public/
│ ├── organizers/ # Organizer photos (302x302px recommended)
│ ├── program/ # Speaker photos (512x512px recommended)
│ ├── eccv-navbar-logo.svg # ECCV 2026 conference logo
│ ├── favicon.ico # Browser tab icon
│ ├── sitemap.xml # Sitemap
│ └── robots.txt # Robots configuration
├── environments/ # Docker Compose configs
├── .github/workflows/ # CI/CD (lint, build, deploy)
└── package.json
Most content updates only require editing JSON files in src/data/ — no code changes needed.
| What to update | File |
|---|---|
| Title, dates, overview, CFP, schedule, contact | src/data/workshop.json |
| Organizers, invited speakers | src/data/people.json |
| Past events, awards, supporters | src/data/extras.json |
| SEO metadata, OGP | src/lib/seo.ts |
| Color palette | src/app/app.css |
| Navigation links | src/components/header.tsx |
| Footer links | src/components/footer.tsx |
To show/hide sections (e.g., Program, Invited Speakers), comment out or uncomment the corresponding blocks in src/app/routes/Home.tsx.
- Framework: React Router 7 (SPA mode)
- Language: TypeScript
- Styling: Tailwind CSS v4
- UI Components: Radix UI primitives (via shadcn/ui)
- Icons: Lucide React, React Icons
- 3D Graphics: OGL (WebGL)
- Build Tool: Vite 6
- Linting: ESLint + Prettier