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Create a cone detector and local planner to navigate around cones #1100

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Ezward opened this issue Feb 22, 2023 · 2 comments
Open

Create a cone detector and local planner to navigate around cones #1100

Ezward opened this issue Feb 22, 2023 · 2 comments
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path follow Issues regarding the path_follow template

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@Ezward
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Ezward commented Feb 22, 2023

  1. Create a cone detector. This can be based on the stop sign detector (see Issue Update stop sign detector to run without EdgeTPU #953). We may need to do some transfer learning to add more cones to the dataset. We only care about the cone category.
  1. In path follow template, create a local planner that will modify the robot's path to avoid a cone detected by the cone detector.
@Ezward Ezward added the path follow Issues regarding the path_follow template label Feb 27, 2023
@Ahrovan
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Ahrovan commented Mar 15, 2023

for 1_I think it's better to use Yolo. I am working on a sample. Please try to send me a set of images so that I can prepare the model.

@cfox570
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cfox570 commented May 19, 2023

See Pull Request StopSign and Cone Detection #1131
I used TensorFlow Lite Object Detection with a custom cone model to implement traffic cone avoidance. It was tested with Raspberry Pi 4. I am adding a pull request for the docs Create object_detection.md #51

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Labels
path follow Issues regarding the path_follow template
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