downsamplingto
Downsamplingto is a term that can refer to several related concepts within digital signal processing and data analysis. At its core, it describes the process of reducing the resolution or sampling rate of a signal or dataset. This is often done to decrease the amount of data, thereby reducing storage requirements, computational complexity, or transmission bandwidth.
In image processing, downsamplingto an image means creating a smaller version of that image. This can be
In audio processing, downsamplingto reduces the sampling frequency of a digital audio signal. For example, downsampling
In the context of machine learning and data science, downsamplingto can refer to techniques used in imbalanced