Resize images to the given shape.
This function resizes 2D data to
output_shape. Currently, only bilinear interpolation is supported as the sampling method.
Notation: here is a notation for dimensionalities.
- \(n\) is the batch size.
- \(c_I\) is the number of the input channels.
- \(h\) and \(w\) are the height and width of the input image, respectively.
- \(h_O\) and \(w_O\) are the height and width of the output image.
Resized image whose shape is \((n, c_I, h_O, w_O)\).