Questions tagged [quality-control]

For questions related to the use of AI for the control of the quality of software development, a design process, a manufacturing process, a physical process, or another product, service, system, or process.

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Are there existing examples of using neural networks for static code analysis?

Background Context: In the past I've heavily applied various "code quality metrics" to statically analyze code to provide an inkling of how "maintainable" it is and using things like the Maintainability Index alluded to here. However, a problem that…
PhD
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Is having near-duplicates in a training dataset a bad thing?

I am making a labeled dataset of images from web streams for a CNN classification. Pictures from the same stream are quite similar as far as background, but slightly different as far as the main object. The focus of what should be learned is in the…