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Machine Learning Segmenter

Automatic objects detection algorithm based on machine learning approach. The ML training (Nuclei and Membrane) was previously created.

In most cases, the default settings are suitable, and you don't need to change them. You can modify a few special parameters, related to the segments, by clicking the Operation menu > Segments.

Machine Learning Segmenter panel: Training Nuclei and Membrane, channel swatches and checked Membrane and Nuclei

Machine Learning Segmenter parameters

Parameter

Description

Training

Shows the name of the Training that is loaded and some basic information below that.

Channels

Sets the channels as input to this filter. The software will select the channels automatically based on the channels used for training.

Outputs

Configure the outputs for this segmenter such as the output and classes name or the coloring of found segments.

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