EPL-Logo

Overview

• CNN model to classify crests of English Premier League (EPL) clubs
• Using TensorFlow 2.0
• Using VGG16 model

Data

• The data was scraped from The Football Crest Index using Selenium

File descriptions

• classifier.py - For running trained model
• get_data.py - For gathering data to build datasets
• model.py - For model definitions
• parameters.py - For model and training parameters
• train.py - For data preprocessing and model training

Instructions

Train model

python train.py

Run trained model

python classify.py

Results

45 epochs of training

Preliminary predictions