This document details Datarock’s product Dominant Colour.

Contents

Literature

This product is based on the following literature:

Dependent Models

The imagery only needs to have passed through Depth Registration in order to process Dominant Colour.

Data Processing

The following steps are taken to determine the Dominant Colour of a row image.

1. Take the output of the fracture detection model, “simple” classes only

2. Run a segmentation model to extract the fracture profile (or skeleton)

3. Determine its angle and curvature

4. 

   For a given 3m interval, plot each measurement of angle and curvature on the plot shown below

5. Create 45° bins for fracture angles, slide left/right to minimise number of bins

6. 

   If there are three or more fractures in a bin, a set is assigned. Other fractures are designated random.

7. Combine the measured values of each fracture with “complex” fracture detections as per the flowchart below.

Product Configuration Options

Output Intervals

Default interval length: 3.0m

Customisable interval available: No

User Data

User data may be uploaded to the platform via csv in the following format:

·       HoleID_sampling_intervals_joint_sets.csv

CSV file to contain the following headers:

Data Output

Results from this product is delivered in a batch nature.

Integration of the required technologies into Datarock production is ongoing.

The available CSV files include the following:

• ProjectID_Joint_Set_Analysis_3m.csv

Product Limitations

Document Version