Headless Usage
This section covers running AugeLab Studio without the desktop UI via the public API class studio.StudioScenario.
Headless API gives huge performance boosts compared to the desktop UI, especially when running on servers without GPUs. It also allows easy integration into other Python apps/services. { % endhint %}
Flows to Code
Your visiually programmed scenarios (.pmod files) can be run headlessly via Python code:

Flows to Code
Running the saved .pmod files with python scripts gives you several benefits:
Implementing your own dashboards and UIs
Integrating scenarios into larger applications
Hooking into logging system in AugeLab runtime
Running scenarios in Docker containers (CPU/CUDA)
Batch processing multiple inputs
Automating runs and scheduling
and many more!
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