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Objects in an image scene usually attract more attentions of a human being than materials; therefore, we assume that saliency detection may predict valid object region.
In some cases, there is a mismatch between the sample or feature annotations and the intensity data files; in such cases, a warning is emitted, the phenoData and/or featureData components are left empty and an incomplete (but syntactically valid) object is returned.
Always use valid object names in the room description.
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Indeed, it is the patterns, not the elements, that are the only valid objects of study.
Only valid objects have contours at their boundary.
His arguments that focus on the concepts of God and the soul are primarily concerned to show their philosophical incoherence as they were articulated within those systems: These notions were incoherent in that they were in principle not subject to the spatio-temporal framework necessary to constitute them as valid objects of "experience" for the legitimate speculative use of reason.
Fluorescent transgene expression, within valid objects, was quantified in the TRITC or GFP channels.
Valid objects (adult worms) were automatically selected using the SpotDetector BioApplication (Cellomics).
Algorithms were optimized to first identify valid objects (blue outline in Figs)., defined as non-overlapping, whole worms in the brightfield channel.
Once valid objects are selected using the brightfield images in channel 1, the ArrayScan VTI can detect fluorescent "spots" in up to 4 different channels within each object and the SpotDetector BioApplication can display the data as a total fluorescent spot number, spot area or spot intensity per object.
The task of the supervised learner is to predict the value of the function for any valid input object after having seen a number of training examples.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com