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Script to detect content of the labeled data and rename images

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Requirement

  1. Python >= 3.11
  2. pip >= 24.3

Installation

git clone https://github.com/MycoAI/detect-relabel-tool
cd detect-relabel-tool
pip install -r requirements.txt

How to run

  1. text_in_label.py
  • For text in label, the text must be in format of <text 1> <label_id> <text 2>
  • label id must be a 3 digits and 2 alphanumeric. Eg: 123-A1, 567-1B
  • See examples/before_labeling/D0.jpg for illustration.
  • Run examples.
python text_in_label.py --before=examples/before_labeling --after=examples/output --envi=CREA+CYA+YES+MEA
  • You will see it copies D1, D2, D3, D4 from examples/before_labeling and rename them to text_1 label_id environment text_2 in output based on the label of D0.
  1. text_in_csv.py
  • In order to run this, you'll need information in a csv file, see demo.csv.
  • In this case, I consider all text are label_id. Environment and text_1, text_2 will be added in csv files
  • Run examples
python text_in_csv.py --before=examples/before_labeling --after=examples/after_labeling --meta=demo.csv
  • You will see it copies D1, D2, D3, D4 from examples/before_labeling and rename them to text_1 label_id environment text_2 in output based on the label of D0 and csv file.

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Script to detect content of the labeled data and rename images

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