The easiest way to add computer vision to your FRC competition robot.
Also, in 2025, it is best to just buy Limelight 4 (and color sensor expansion kit, and Hailo expansion) and to never look back:
- even with only one LL4 camera, of the box you get a robot localizer (camera giving you robot's [X, Y] coordinates on the field updating in real time),
- and with the add-ons (Hailo kit + IMX462 color camera kit) students can learn to work with modern computer vision without any coding (immediate example: gamepiece detection and approach).
GitHub with code in Python:
https://tinyurl.com/CommandRevSwerve
Step-by-step code snippets:
https://tinyurl.com/limelight-steps
How to setup the camera when you take it out of the box for the first time:
https://shorturl.at/ltbBF
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FRC Python from Absolute Zero - 8. Limelight Camera | NatokHD