Global Mapper Insight and Learning Engine™ (Beta)
The Global Mapper Insight and Learning Engine™ (Beta) is comprised of a set of deep learning-based imagery analysis tools.
This tool requires Global Mapper Pro.
Tools included in the Insight and Learning Engine™ (Beta) can be accessed from the Deep Learning Dropdown Menu, or from the Deep Learning Toolbar.
The Insight and Learning Engine™ (Beta) is comprised of the following tools:
Land Cover Classification - The Land Cover Classification tool can be used to classify land cover data from aerial imagery.
Object Detection - The Object Detection tool allows for users to extract building footprints, and identify vehicles from high resolution aerial imagery.
Fine-Tuning - The Fine-Tuning tool can be used to adjust the built in models included in the Insight and Learning Engine™ (Beta) tools to better fit user data, as well as create new custom models from scratch.
Note: These tools will utilize CUDA-enabled GPUs if available by default. Using a machine with a dedicated Nvidia CUDA-enabled GPU can greatly improve processing time. If a machine does not have a compatible GPU, the tools will run on CPU. There is also an option in the Advanced section of Configuration to turn off GPU usage even on machines with a compatible GPU.