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ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction 😪

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Receipt-data-extraction 🙋

0. Installation 😃

git clone https://github.com/manhph2211/Receipt-Data-Extraction.git
cd Receipt-Data-Extraction
pip3 install -r requirements.txt

1. Dataset and Annotations

  • Data & annotations can be found at this
  • Download and put them into ./data

2. Tasks 😪

2.1 Scanned Receipt Text Localisation

  • Following these steps to train:
cd task1
python3 utils.py
python3 train.py

  • And test: python3 test.py

2.2 Scanned Receipt OCR

  • First, download this and save them as .data/For_task_2. This is needed data for this task.

  • For trainning, make sure you are in ./task2, just try python3 train.py

  • Predict: python3 predict.py

2.3 Key Information Extraction from Scanned Receipts

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ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction 😪

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