Introduction:

• This Software detects the Score and Time written on the top left corner in the football match.
• For now Software supports only one particular format of the game.
• I am using a combination of LSTM and CNN networks to detect the information.
• Detction accuracy is more than 95%.

Input Image:

Output detection

Software language: Python 3.6

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templates/ HTML page for the web page.

requirements.txt Required python packages.

final_project.py Main approach implementation.

model/ Contain the pretrained model (LSTM + CNN).

test.ipynb Script to generate frames from a video.

data/ It stores the image to detect, uploaded on the site.

app.py Python flask app. Uses the code from final_project.py

jupyter.ipynb Same implementation of final_project.py in ipython notebook.

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Football match format: https://www.youtube.com/watch?v=1rWw2LkYzAQ&t=3403s

Reference Paper: https://arxiv.org/pdf/1507.05717.pdf