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AI-Assisted Quality Control of CTD Data
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Revision as of 17:34, 16 December 2022
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17:34, 16 December 2022
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== Machine Learning Pipeline ==
== Machine Learning Pipeline ==
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[[File:Ml pipeline.png
|thumb
|Three-step process used in the machine learning pipeline.]]
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[[File:Ml pipeline.png|Three-step process used in the machine learning pipeline.]]
== Experimental Model Performance ==
== Experimental Model Performance ==
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[[File:Performance.png
|thumb
|Model performance and dataset histogram over the depth range from which CTD scans are collected.]]
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[[File:Performance.png|Model performance and dataset histogram over the depth range from which CTD scans are collected.]]
== Model Deployment and Integration ==
== Model Deployment and Integration ==
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[[File:Model communications.png
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|Information flow in the integration of the model deployment into the business process.]]
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[[File:Model communications.png|Information flow in the integration of the model deployment into the business process.]]
== Next Steps ==
== Next Steps ==
Lee.croft
121
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