Microscopy System and Method for Generating a Machine-Learned Model for Processing Microscope Data

Microscopy System and Method for Generating a Machine-Learned Model for Processing Microscope Data

A machine-learned model for processing microscope data is trained using a dataset containing microscope data. An embedding of the dataset in a feature space is calculated. The embedding is analyzed in order to determine training design specifications for a training of the model. The training is defi...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Haase, Daniel, Amthor, Manuel
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A machine-learned model for processing microscope data is trained using a dataset containing microscope data. An embedding of the dataset in a feature space is calculated. The embedding is analyzed in order to determine training design specifications for a training of the model. The training is defined as a function of the training design specifications and subsequently implemented, whereby the model is configured to calculate a processing result from microscope data to be processed.