View Source Bumblebee.Vision.VitFeaturizer (Bumblebee v0.4.2)

ViT featurizer for image data.

Configuration

:resize - whether to resize the input to the given :size. Defaults to true
:size - the size to resize the input to. Either a single number or a {height, width} tuple. Only has an effect if :resize is true . Defaults to 224
:resize_method - the resizing method, either of :nearest, :bilinear, :bicubic, :lanczos3, :lanczos5. Defaults to :bilinear
:normalize - whether or not to normalize the input with mean and standard deviation. Defaults to true
:image_mean - the sequence of mean values for each channel, to be used when normalizing images. Defaults to [0.5, 0.5, 0.5]
:image_std - the sequence of standard deviations for each channel, to be used when normalizing images. Defaults to [0.5, 0.5, 0.5]