Sentences with SUBSAMPLING
Check out our example sentences below to help you understand the context.Sentences
1
"In image processing, subsampling is often applied to decrease the resolution of an image."
2
"Reshaping an array through subsampling can help in extracting key features."
3
"The subsampling process involves selecting a subset of data points from a larger dataset."
4
"One application of subsampling is in audio signal processing to reduce the sampling rate."
5
"By subsampling the dataset, the training time of a machine learning model can be significantly reduced."
6
"There are various algorithms available for subsampling data efficiently."
7
"The effectiveness of subsampling depends on the specific problem and dataset."
8
"Modern deep learning architectures often incorporate subsampling layers."
9
"The subsampling rate determines the fraction of data points selected for training."
10
"Applying subsampling to a time series data can help in smoothing out the signal."
11
"In some cases, subsampling can improve the computational efficiency of an algorithm."
12
"Researchers are constantly developing new subsampling techniques to improve training efficiency."
13
"Many image recognition algorithms rely on subsampling to reduce the dimensionality of input data."
14
"Statistical analysis often involves subsampling to estimate population parameters."
1
"In image processing, subsampling is used to reduce the resolution of an image."
2
"The process of subsampling can result in loss of information."
3
"Video codecs often employ subsampling to reduce video file sizes."
4
"In machine learning, subsampling may be used to train models on smaller datasets."
5
"The quality of a digital image can be affected by the subsampling method used."
6
"Some statistical techniques rely on subsampling to estimate population parameters."
