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Hey,
Find_object_2d package is a great way to get into object detection and pick-and-place pipelines. Basically using a find_object_3d node to subscribe to /color
and /depth
topics and publishing detected objects' properties (such as id, width and length) to /objects
topic. The UI is pretty simple and straightforward, you just take a snapshot of the image and make a bounding box for the object in the frame.
The best thing? The node also publishes object coordinate transformation and rotation using tf
. You can look up the transformation from the object frame to camera frame and base frame and plan your pipeline from there.
Hope that helps!