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Methodology

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Quelich edited this page Sep 1, 2021 · 2 revisions

Methodology

1. Data preparation

  • Find example rock images
  • Augment data for tf.data.Datasets

2. Data preprocessing

  • Feature Normalization

3. Build a TensorFlow model for the predictions

4. Train Model

  • Distribution Strategy: CPU
  • Hyperparameter tuning
  • Analyze Overfitting

5. Evaluate Model

  • Optimization
  • Standardization

6. Build User Interface

  • Desktop
  • Android

7. Containerization

  • Docker

8. Deploy Model

  • Android
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