Create Pixelwise Stream

Create an image stream with the result of a pixelwise machine learning model (for instance a semantic segmentation of the input image).

Warning

This algorithm is only available with the StreamPlugin.

Input

The algorithm requires an image stream.

Output

The algorithm creates an output image stream with the result of the machine learning model. The model will always take the latest frame from the input stream, so frames will be skipped if the framerate is too high for the model to run in real-time.

Description

The algorithm takes as a single parameter the path to a YAML config file, which describes the model as well as the pre/post processing that must be applied. More information on the YAML format can be found in our tutorial here.