RealTime Mode

In the Stage Extensions of RealTime Mode, the Model Trainin gand Inference Library provides 6 inference modules. Each requires a model .zip file to be trained and exported from the AI Toolbox first, then loaded in Real-Time Mode:

Module	Input	Output	Typical Use Case
Image Classification	Image / Camera	Category label + Confidence	Trash sorting, object recognition
Object Detection	Image / Camera	Target position + Label + Count	Traffic sign detection
Instance Segmentation	Image / Camera	Pixel-level mask + Label	Portrait segmentation, defect detection
Pose Classification	Image / Camera	Body pose label	Sports pose recognition
Text Classification	Text string	Category label + Confidence	Review sentiment analysis
Speech Classification	Microphone audio	Audio category label	Instrument recognition