Developing FiftyOne Plugins Workshop
May 8, 2024 | 9 AM PT, 16:00 UTC
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About the Workshop
Are you ready to take your computer vision tooling to the next level? Open source FiftyOne is the most flexible computer vision toolkit on the planet. By tapping into its builtin Plugin framework, you can extend your FiftyOne experience and streamline your workflows, building Gradio-like applications with data at their core.
From concept interpolation to image deduplication, optical character recognition, and even curating your own AI art gallery by adding generated images directly into a dataset, your imagination is the only limit. Join us to discover how you can unleash your creativity and interact with data like never before.
In the first part of the workshop we’ll cover:
- FiftyOne Plugins – what are they?
- Installing a plugin
- Creating your own Python plugin
- Python plugin tips
- Creating your own JavaScript plugin
- Publishing your plugin
Prerequisites
A working knowledge of Python and basic familiarity with FiftyOne. All attendees will get access to the tutorials, videos, and code examples used in the workshop.
Resources
Check out some these popular plugins:
- VoxelGPT: AI Assistant for Computer Vision
- Image Quality Issues
- Image Deduplication
- AI Art Gallery
- Optical Character Recognition
- Visual Question Answering
Resources for the workshop:
- FiftyOne Plugins Documentation
- Python Operators API Docs
- FiftyOne Plugins Repo
- Plugins Channel in FiftyOne Community Slack
Videos:
About the Instructor
Jacob Marks
Machine Learning Engineer and Developr Evangelist
Jacob Marks is a Machine Learning Engineer and Developer Evangelist at Voxel51, where he helps bring transparency and clarity to the world’s data. He is passionate about education, and brings years of experience teaching, TAing, and tutoring to this workshop. Prior to joining Voxel51, Jacob founded a startup to help emerging musicians connect and share creative content with fans. Before that, he worked at Google X, Samsung Research, and Wolfram Research. In a past life, Jacob was a theoretical physicist. In 2022, he completed his Ph.D. at Stanford, where he investigated quantum phases of matter.