FiftyOne Computer Vision Tips and Tricks – Jan 27, 2023
Welcome to our weekly FiftyOne tips and tricks blog where we recap interesting questions and answers that have recently popped up on Slack, GitHub, Stack Overflow, and Reddit.
FiftyOne is an open source machine learning toolset that enables data science teams to improve the performance of their computer vision models by helping them curate high quality datasets, evaluate models, find mistakes, visualize embeddings, and get to production faster.
The samples in a FiftyOne Dataset are always enumerated in the same order in which they were added to the Dataset. However, if you want to create a new dataset where the samples appear in the desired order, you can use the sort_by() method, passing in the filepath field. This creates a reindexed view into the original dataset.
You can then use the clone() method to create a new dataset from this view. As the samples appear in the desired order in the view, they will be inserted into the new dataset in this order as well.
