/plushcap/analysis/voxel51/computer-vision-concept-traversal-plugin-for-fiftyone

Concept Traversal Plugin for FiftyOne

What's this blog post about?

In this week's FiftyOne Plugin, we built a Concept Traversal plugin that allows users to navigate through the space of concepts using text prompts. This experimental plugin is jointly developed by Jacob and Ibrahim Manjra. The Concept Traversal Panel has three operators: open_traversal_panel, traverse, and get_sample_url. Users can start from an image in their dataset and add text concepts with relative strengths to move around in the multimodal embedding space. This plugin is meant to inspire new approaches to interacting with data.

Company
Voxel51

Date published
Oct. 19, 2023

Author(s)
Jacob Marks

Word count
1399

Hacker News points
None found.

Language
English


By Matt Makai. 2021-2024.