Machine Learning Integration

[xKabbe]

Description

Incorporate machine learning models to enhance the classification of movements and prediction of performance. This will enable more sophisticated analysis and provide deeper insights into bouldering techniques.

Integrate machine learning models to classify movements:

• Select appropriate machine learning models for movement classification.
• Integrate the chosen models into the existing system.
• Ensure the models can accurately classify different types of movements.

Train models on collected pose data to predict performance:

• Collect and preprocess pose data for training.
• Train the machine learning models using the collected data.
• Validate and test the models to ensure they can reliably predict performance metrics.

Additional Context

No response

Expected Actions

• [ ] Integrate machine learning models to classify movements
• [ ] Train models on collected pose data to predict performance

Definition Of Done

• [ ] Code implemented
• [ ] Tests implemented and passing
• [ ] Documentation implemented
• [ ] GitHub Actions are passing

[DPRASAD-dp]

I would like to work on this . Please assign it to me.