AI Suite

The Tygron AI Suite consist of a several tools that can help when using an existing Neural Network in an Inference Overlay or when creating a new one.

Steps for creating you own model

In order to create your own AI model based on a Neural Network you have to follow these steps.

• Start with a definition of which objects you want to detect. For example trees, cars, solar panels, etc.
• Now create one or more projects (with a good variation) and manually create your training data by creating areas containing outlining these objects. See this how to how this can be done in QGIS.
• Devide these objects in two group a TRAIN and TEST dataset that can be exported. See thi manual.
• After exporting follow these steps to train your Neural Network resulting in a ONNX file.
• Then import the ONNX back into the software an run it in an Inference Overlay.
• Finally validate the results on a different project and iterate back to a previous step if needed.

Apply a model

• When you have created your own model or by selecting an existing ONNX file you can apply it to other projects using the Inference Overlay.