Inspiration
We like Geoguessr
What it does
Captures images from your screen and uses them to predict which country you're in
How we built it
Found data on Kaggle. Selected quick pre-trained model (Mobile-net). Trained as much as we could using google colab's free TPU usage.
Challenges we ran into
Skewed data towards the United States.
Accomplishments that we're proud of
Got it to work in real time
What we learned
A lot. How to preprocess images for convolutional neural networks, the evaluation metrics for classification, using matplotlib and seaborn to visualize data, using open cv.
What's next for Geoguessr_AI
We will get more data from Google's street view API. We will train longer on better GPU's and use a better model. It will be able to predict your precise location to get an even better score on Geoguessr.
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