Best Practices
Maximize the effectiveness of Mineflow for your exploration projects.
Overview
To get the most out of Mineflow's AI-powered mineral exploration platform, consider the following best practices. These recommendations will help improve the accuracy of your predictions and maximize the value of your exploration data.
Data Quality and Quantity
Generally, the more data you upload, the easier it is for the model to learn to predict your deposit. Include all available datasets, even those that might seem tangentially related.
The more accurate your data is, the easier it is for the model to learn to predict your deposit. Missing data and improperly labeled rocks can lead to longer training times and less reliable results.
Include data about the surrounding environment and terrain. Features like waterways, elevation changes, and vegetation patterns can provide valuable context to the AI model.
Keep data for different exploration sites in separate projects. This helps the model understand the geological context specific to each location.