FiftyOne Computer Vision Tips and Tricks — Jan 13, 2023

FiftyOne is an open-source toolset designed to enhance the performance of computer vision models by helping data science teams curate high-quality datasets, evaluate models, and visualize embeddings. The tool facilitates processes such as splitting datasets into train, test, and validation subsets, coloring embeddings by tags, managing duplicate data, and merging datasets in COCO format. It also offers functionality to hide specific labels in the FiftyOne App, thereby simplifying data visualization and analysis. Through its community on platforms like Slack and GitHub, FiftyOne supports engineers and data scientists in tackling complex computer vision challenges, offering solutions and insights to improve visual AI workflows.