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shuyansy / Detect-and-read-meters

This is the first released system towards complex meters` detection and recognition, which is implemented by computer vision techniques.
MIT License
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A brief explanation of dataset preparation #9

Open FaisalAhmed-NSL opened 1 year ago

FaisalAhmed-NSL commented 1 year ago

Hello Shuyansy!   Can you please give some information about the collection of datasets?I have some queries for you. I'm interested to learn more about this project.

  1. Which camera is used to capture the images? Can you please provide an online link for the camera?
  2. Which type of robot is used to capture those images?
  3. What were the challenges you faced when you captured those images?
  4. Can you briefly explain the data preprocessing steps?
shuyansy commented 11 months ago

Dear : I m sorry to return a late reply. About Q1 and Q2, I am afraid i can not help since its realized by other robot companies. About Q3, i believe the only thing you need to ensure is about the quality of captured images, since blurred and broken images will influence the recognition results. About Q4, the data preprocessing steps are simple, which can be seen in util/augmentation.py, we only use size-transformation related operation, but some other augmentation methods such as RandomBrightness, RandomContrast, RandomMirror can also be applied.

Best wishes yan

FaisalAhmed-NSL commented 11 months ago

Thank you very much for your useful information.