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train on custom dataset #26

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raminrahimi6970 opened this issue Feb 25, 2024 · 2 comments
Open

train on custom dataset #26

raminrahimi6970 opened this issue Feb 25, 2024 · 2 comments

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@raminrahimi6970
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raminrahimi6970 commented Feb 25, 2024

Hi, Thank you for sharing the code provided. I am looking to train RNGDET++ using a dataset that has a 10cm resolution, yet the model parameters are currently configured for a 1m resolution. Could you kindly advise on how to adjust this parameter or specify which parameter requires modification to accommodate the desired 10cm resolution? Your assistance is greatly appreciated. Thank you

@TonyXuQAQ
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Sorry that we do not consider applying RNGDet++/RNGDet on aerial images with different resolutions, and there are no parameters in the code to realize it. You can modify the code by yourself for your own applications. You can

  1. enlarge the ROI crop size
  2. modify the size of points in the GT segmentation label
  3. enlarge the step size of the agent
  4. retrain the whole model

@raminrahimi6970
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thanks for your answer

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