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Open MCAP Robotics Logs in FiftyOne, No ROS Needed

Blog post from Voxel51

Post Details
Company
Date Published
Author
Harpreet Sahota
Word Count
3,082
Company Posts That Month
22
Language
English
Hacker News Points
-
Post removed?
No
Summary

FiftyOne 1.19 introduces native support for opening MCAP files, enabling seamless integration of camera, LiDAR, GPS, IMU, and log data into a unified playback environment without requiring a ROS installation. The MCAP format, which serves as a self-describing log container, allows long-term decodability of data by embedding each message's schema within the file. This update allows users to analyze complex datasets like the 10 UAV flights through a Virginia forest, where each flight records data across 31 channels, including stereo cameras and LiDAR, all synced to a single clock. The multimodal viewer in FiftyOne offers a comprehensive interface with six tile types that synchronize playback across various data streams, providing a cohesive exploration of the data. This eliminates the need for separate tools, such as rosbag or Foxglove, to interpret and visualize diverse, timestamped message streams, thereby streamlining the process of turning raw robotic data into usable insights.

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