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Invariance overcomes one of the fundamental difficulties in recognising objects from images: that the appearance of an object depends on viewpoint.
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Monitoring standards are either impossible or unnecessary, depending on viewpoint, while up to 9,000 dead and eviscerated birds an hour swing towards the cutting and packaging rooms.
We are therefore directly using museum specimens to support a difficult concept, that evidence can be interpreted differently depending on viewpoint, or belief.
However, we recognise that the criteria are qualitative rather than quantitative, requiring some value judgement to implement, and that some benefits or harms may not be apparent early in a product lifecycle, both of which could lead to misclassification (or differences in classification depending on viewpoint) that vary with time.
Of course, summaries and landmarks change depending on viewpoints and their scale.
It depends on your viewpoint.
"A lot depends on your viewpoint, what your goals are and what satisfies you," Mr. Laird said.
What we take to be center and outer limits depends on our viewpoint.
In addition, what is considered "middle" depends on the viewpoint of whoever is making the claim.
Agricultural development is a loaded phrase, vague in the way political phrases can be, because the way it is implemented depends on the viewpoints of those involved in decision making.
The level of risk above which investigation is appropriate depends on the viewpoints of the patient, the doctor and the health care organisation.
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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