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Launch: Advanced Dataset Search Filters, Operators, and Logic

Blog post from Roboflow

Post Details
Company
Date Published
Author
James Gallagher
Word Count
1,244
Language
English
Hacker News Points
-
Summary

Roboflow has introduced advanced dataset search filters, operators, and logic to enhance dataset curation and improve computer vision model performance. These new features allow users to explore and understand datasets more effectively by providing capabilities to search using semantic queries and advanced filters based on attributes such as filename, tags, image dimensions, number of annotations, and class presence. Users can construct complex queries using AND or OR statements, enabling them to identify missing labels, find specific class combinations, and refine datasets for better model accuracy. The search enhancements accompany existing semantic search functionalities, which use vector embeddings to match images to abstract keywords. These tools are accessible to all Roboflow users, allowing for improved dataset management and exploration at any stage of model development.