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Tracking Datasets in FiftyOne

Blog post from Voxel51

Post Details
Company
Date Published
Author
Dan Gural
Word Count
2,421
Language
English
Hacker News Points
-
Summary

The text discusses how to use FiftyOne, a platform for managing and analyzing computer vision data, to work with tracking datasets. It provides detailed steps on loading videos and detections into FiftyOne, computing statistics of trajectories, visualizing both ground truth and predicted trajectories, and creating an assessment using FiftyOne's evaluation methods. The text also explains how to evaluate false positive and false negative detections, as well as identity swaps in tracking. It concludes by emphasizing the power of FiftyOne for managing video datasets and gaining insights into model performance.