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Scoreboard - Image to Excel table

This project uses CNN, Tesseract, Houghline, etc to convert (python)

Getting Started

git clone https://github.com/fxanhkhoa/IPS.git
git checkout IPS-Score-board_CNN-model

Prerequisites

Install PyQt5

pip3 install PyQt5

Install Openpyxl

pip3 install openpyxl

Install Tensorflow

pip3 install tensorflow

Install Keras

pip3 install Keras

Install Pytesseract

Running the tests

With realize project:

cd Segment
cd UI
python3 mainRun.py
  • Step 1: Choose Image

    • In "Filedialog", choose the path of the image that you need to convert to Excel table (*.JPG)
    • In "Select 4 corners of The Scoreboard", click on 4 corners of the Scoreboard table
  • Step 2: Start the process

    • Click "Start" and wait a secs ( Just wait .-. )
    • In "Handwriting columns (press [q] to next)", Click at the top of the column that have the number of Handwriting
  • Step 3: Save the Excel table

    • Click "Save" and choose where u want to save
    • Get the name and save it

With dev - test project:

Traing: Just do anything u need to understand it .-.

cd Model

Segment code:

cd Segment
cd "Raw code"
python3 transform_example.py -i "path-image"
python3 Text-Segmentation.py -i Warped.jpg

Authors

  • Ly Hong Phong - Develope and Operation - phonghongs

  • Che Quang Huy - Develope and Operation - chequanghuy

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This project convert the Image of Scoreboard table to Excel table using CNN, Tesseract ...

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