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.

Learn more about the FiftyOne Plugin framework.

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 workshop we’ll cover:

• FiftyOne Plugins – what are they?
• Installing a plugin
• Creating your own Python plugin
• Creating your own JavaScript plugin
• Publishing your plugin
• Curate your own AI art gallery with DALLE3, SDXL, and Latent Consistency Models
• Bring GPT4 Vision directly to your data
• Run OCR, semantic document searches, and make your textual data visual
• Create an open-vocabulary labeling interface

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.

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

• How to Install, Use, and Write FiftyOne Plugins
• Introducing VoxelGPT & Building Custom FiftyOne Plugins