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