Double Trouble: Eliminate Image Duplicates with FiftyOne
This week's FiftyOne Plugin focuses on Image Deduplication, a task that removes exact and approximate duplicate images from a dataset. Duplicate data can lead to longer training times, higher costs, and lower performance in machine learning models. The plugin allows users to find both exact and approximate duplicate images, visualize these groups of duplicates, and delete all duplicates or keep a representative from each set of duplicates without writing any code. It includes eight operators for deduplication workflows and supports native integrations with Pinecone, Qdrant, Milvus, and LanceDB for large datasets.
Company
Voxel51
Date published
Sept. 14, 2023
Author(s)
Jacob Marks
Word count
1419
Hacker News points
None found.
Language
English