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vocdex avatar vocdex commented on June 21, 2024

Hello! Glad to hear it this repo was useful.
I just realized I haven't pushed the code for marker tracking. Until I do so, you can take a look at this repo from Gelsight:

  1. Optical flow method
    It works for DIGIT as well. You have to change the configs (trial&error) in **setting.py. My code is the same but for DIGIT.
    2.Neural Network method
    More recent, robust version of marker tracking. I had trouble with generating dataset for this model, as well.
    I'll let you know if I have updates with this.

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Rancho-zhao avatar Rancho-zhao commented on June 21, 2024

Thank you for your reply! Your suggestions are very useful! Actually, I have used the neural network method in the repo you mentioned, but there are some problems I find. For example, the flow arrows are all in the upper left corner of the image when using the trained model to test. The reason I think may be the “generate_data” module . I'm trying to solve these problems.

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vocdex avatar vocdex commented on June 21, 2024

I guess you have to train a new model for DIGIT. Their provided generic model didn't work for our DIGIT, as well. And for optical flow method, it would run best if you cover the markers with complete black since it detects the markers based on HSV color histogram. Good luck!

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