FiftyOne Computer Vision Tips and Tricks — Sept 30, 2022

FiftyOne is an open-source machine learning toolset designed to enhance the performance of computer vision models by enabling data science teams to curate high-quality datasets, evaluate models, identify errors, visualize embeddings, and expedite production processes. The blog post recaps recent questions and solutions discussed on platforms like Slack, GitHub, Stack Overflow, and Reddit, covering topics such as creating custom plugins to extend the FiftyOne App, exporting visualization adjustments, retrieving video aggregations, and working with polylines using CVAT integration. It also addresses exporting images based on orientation and provides practical examples and code snippets to facilitate these tasks. The article encourages community engagement and highlights the ease of getting started with FiftyOne, inviting users to join the FiftyOne Slack community for further assistance.