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Player detection for every cricketer playing in ICC Cricket World Cup 2019

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sarthakbatragatech/CWC2019

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CWC 2019

A Deep Learning Image Classifier that takes an input image and predicts the cricket player in it. Currently optimized for a single player. I have excluded the notebook for the classifier for now as the accuracy results were a little underwhelming. Until I do so, you can build of the scripts that collect the required data.

Running the Project

Run the following statements in bash/zsh to create a new python environment, activate it, and install all project dependencies in it. To do the same in Windows, click here.

python3 -m venv env
source env/bin/activate
pip install -r requirements.txt

Downloading Image Data

To download data for the 15 squad players in each nation, run the script 'download_data.py'. Please note that the images downloaded from the package google-images-download may be subject to copyright. You should ensure that you use them under fair means.

Sample Data

Aaron Finch

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