This project uses machine learning models to perform prediction and inference tasks. The structure of the project is as follows:

• Main model learning: Run the sc_ml_20.ipynb file to learn the main model.
• On-device model learning: Run the sc_ml_30.ipynb file to learn the on-device model.
• Prediction: Run the prediction.ipynb file to perform the prediction task.
• Webcam inference: Execute the inference_web_cam.ipynb file to perform inference using the webcam.

Each notebook file contains detailed instructions along with the required code.

Before running the project, the required libraries and dependencies must be installed. Information about required libraries is listed at the top of each notebook file.

If you have questions or need support about a project, please register an issue or contact the project's administrator.# solution-challenge-ml