base_loader             Base loader
cifar10_dataset         Cifar datasets
image_folder_dataset    Create an image folder dataset
kmnist_dataset          Kuzushiji-MNIST
magick_loader           Load an Image using ImageMagick
mnist_dataset           MNIST dataset
model_alexnet           AlexNet Model Architecture
model_mobilenet_v2      Constructs a MobileNetV2 architecture from
                        MobileNetV2: Inverted Residuals and Linear
                        Bottlenecks.
model_resnet            ResNet implementation
model_vgg               VGG implementation
tiny_imagenet_dataset   Tiny ImageNet dataset
transform_adjust_brightness
                        Adjust the brightness of an image
transform_adjust_contrast
                        Adjust the contrast of an image
transform_adjust_gamma
                        Adjust the gamma of an RGB image
transform_adjust_hue    Adjust the hue of an image
transform_adjust_saturation
                        Adjust the color saturation of an image
transform_affine        Apply affine transformation on an image keeping
                        image center invariant
transform_center_crop   Crops the given image at the center
transform_color_jitter
                        Randomly change the brightness, contrast and
                        saturation of an image
transform_convert_image_dtype
                        Convert a tensor image to the given 'dtype' and
                        scale the values accordingly
transform_crop          Crop the given image at specified location and
                        output size
transform_five_crop     Crop image into four corners and a central crop
transform_grayscale     Convert image to grayscale
transform_hflip         Horizontally flip a PIL Image or Tensor
transform_linear_transformation
                        Transform a tensor image with a square
                        transformation matrix and a mean_vector
                        computed offline
transform_normalize     Normalize a tensor image with mean and standard
                        deviation
transform_pad           Pad the given image on all sides with the given
                        "pad" value
transform_perspective   Perspective transformation of an image
transform_random_affine
                        Random affine transformation of the image
                        keeping center invariant
transform_random_apply
                        Apply a list of transformations randomly with a
                        given probability
transform_random_choice
                        Apply single transformation randomly picked
                        from a list
transform_random_crop   Crop the given image at a random location
transform_random_erasing
                        Randomly selects a rectangular region in an
                        image and erases its pixel values
transform_random_grayscale
                        Randomly convert image to grayscale with a
                        given probability
transform_random_horizontal_flip
                        Horizontally flip an image randomly with a
                        given probability
transform_random_order
                        Apply a list of transformations in a random
                        order
transform_random_perspective
                        Random perspective transformation of an image
                        with a given probability
transform_random_resized_crop
                        Crop image to random size and aspect ratio
transform_random_rotation
                        Rotate the image by angle
transform_random_vertical_flip
                        Vertically flip an image randomly with a given
                        probability
transform_resize        Resize the input image to the given size
transform_resized_crop
                        Crop an image and resize it to a desired size
transform_rgb_to_grayscale
                        Convert RGB Image Tensor to Grayscale
transform_rotate        Angular rotation of an image
transform_ten_crop      Crop an image and the flipped image each into
                        four corners and a central crop
transform_to_tensor     Convert an image to a tensor
transform_vflip         Vertically flip a PIL Image or Tensor
vision_make_grid        A simplified version of
                        torchvision.utils.make_grid
