gpx-learning

Use TensorFlow to generate similar gpx-format routes.

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✨ Features

• 🤖 Use Deep-Learning to simulate almost real routes!

🔧 Usage

Just install dependencies and put GPX-format samples in input folder, run the python3 main.py script and follow the interactive guide, to generate the routes in output folder.

🖥 Command Line Interface

Install dependencies：

pip3 install -r requirements.txt

To generate GPX routes using the script, you can use the following command line options:

• -ni, --no-interaction: Run the script without interactive input, using default values.
• -e, --epochs: Specify the number of epochs to train the model (default is 100).
• -p, --num-points: Set the number of points to generate in each GPX route (default is 100).
• -n, --num-files: Define the number of GPX files to generate (default is 10).

Example usage:

python3 main.py --no-interaction --epochs 200 --num-points 150 --num-files 20

It means to generate 20 GPX files with 200 epochs, each with 150 points.

🙏 Credit

• GPT4, the powerful AI language model.
• Codeium, free AI code assistant.
• TensorFlow, an open source machine learning framework.
• VSCodium, a community-driven and freely-licensed binary distribution of VS Code.