Coffee corner 18th of April 2024

With Bentley iTwin Capture Manage and Extract users define a single view of truth of unlimited volumes of processed mapping resources & extracted assets. This creates a unique solution to integrate LiDAR, imagery, point clouds, GIS resources, and much more.

The iTwin Capture Analysis Engine resides inside iTwin Capture Manage and Extract and it is the solution that leverages machine learning to automatically extract intelligence from reality data. Working both in 2D and 3D, iTwin Capture Analysis Engine automates long, repetitive, and tedious identification tasks. It will improve productivity and collaboration by making extracted available to your team. Possibility of identifying, locating, and exporting objects or regions of interest from images and point clouds to serve multiple applications: mapping, inspection, or asset management. The iTwin Capture Analysis Engine relies on detectors. Each detector was trained on a specific purpose and on a specific dataset.

Agenda:

• iTwin Capture Manage and Extract- Analysis Engine - AI detectors - concepts and overview
• iTwin Capture Manage and Extract- Analysis Engine - AI asset detection from point clouds - traffic lights
• iTwin Capture Manage and Extract- Analysis Engine - AI asset detection from images and point clouds - manholes

Concepts:

1. Labelling for AI Training
2. AI-Training = creating a detector
3. Execution of AI detector
4. Quality Assessment of AI results