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AI agent that could play Chrome Dino game and achieved insanely high score. Built using FastAI and ResNet-18 model.

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kurkurzz/chrome-dino-ai

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IMAGE CLASSIFICATION APPROACH FOR CHROME DINO GAME

Score on the first run:

score

File Structure

01_data_collection.ipynb is the file for the data collection process.

02_train_model.ipynb is the file to train the classification model.

03_run_model.ipynb is the file containing the script to run and test the agent.

models is the folder that keeps the models.

train is the training dataset.

test is the test dataset.

Limitation

This model only works for running time >30 seconds. Earlier than that would need human assistance. Future iteration would fix this issue.

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AI agent that could play Chrome Dino game and achieved insanely high score. Built using FastAI and ResNet-18 model.

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