Whether you’re curious about Visual AI, excited about agents, or just want to build something cool in a few hours, this hackathon is for you. Bring your laptop, your ideas, curiosity and creativity and your energy!
Agents World is a fast-paced, hands-on Visual AI hackathon focused on building autonomous vision agents using the
FiftyOne open-source ecosystem.
FiftyOne is an open source computer vision app that enables you to annotate samples, curate visual data and evaluate models. No previous experience with FiftyOne required.
Participants will use real datasets and
plugins to create practical, creative, applications where the agents analyze visual data, reason about it, and take action…all in just a few hours!
Hackathon Tracks
Each team will:
- Choose 1–2 plugins from the FiftyOne ecosystem
- Turn those plugins into a real, practical, innovative application
- Define a clear use case
The ecosystem includes 100+ plugins for datasets, tools, and models, enabling teams to create Visual AI applications quickly.
Schedule
- 10:00 AM – Welcome and introduction
- 10:15 AM – Find teammates & pip install fiftyone
- 10:30 AM – Workshop challenges with special prizes
- 12:30 PM – Lunch
- 1:00 PM – Plugin tracks: define your use case
- 1:30 PM – Hacking!
- 3:00 PM – First push to GitHub
- 5:00 PM – Final push to GitHub & judging begins
Awards
Projects will be judged across fun, hackathon-style categories:
- Grand Prize – Overall Champion
- Most Innovative Hack
- Most Impactful Hack
- Most Creative Hack
- Least Useful (But Hilarious)
- Bonus prize for teams that build their own FiftyOne plugin
Who Should Join
- Students interested in computer vision, AI agents, or applied ML
- Builders who like hands-on coding
- Anyone curious about real-world Visual AI workflows
- No prior FiftyOne experience required, just curiosity and energy.
What You’ll Build
- A working Visual AI prototype
- A short demo using FiftyOne plugins
- A fun, creative, or impactful vision agent concept