base_loader |
Base loader |
cifar100_dataset |
Cifar datasets |
cifar10_dataset |
Cifar datasets |
draw_bounding_boxes |
Draws bounding boxes on image. |
draw_keypoints |
Draws Keypoints |
draw_segmentation_masks |
Draw segmentation masks |
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_inception_v3 |
Inception v3 model |
model_mobilenet_v2 |
Constructs a MobileNetV2 architecture from MobileNetV2: Inverted Residuals and Linear Bottlenecks. |
model_resnet |
ResNet implementation |
model_resnet101 |
ResNet implementation |
model_resnet152 |
ResNet implementation |
model_resnet18 |
ResNet implementation |
model_resnet34 |
ResNet implementation |
model_resnet50 |
ResNet implementation |
model_resnext101_32x8d |
ResNet implementation |
model_resnext50_32x4d |
ResNet implementation |
model_vgg |
VGG implementation |
model_vgg11 |
VGG implementation |
model_vgg11_bn |
VGG implementation |
model_vgg13 |
VGG implementation |
model_vgg13_bn |
VGG implementation |
model_vgg16 |
VGG implementation |
model_vgg16_bn |
VGG implementation |
model_vgg19 |
VGG implementation |
model_vgg19_bn |
VGG implementation |
model_wide_resnet101_2 |
ResNet implementation |
model_wide_resnet50_2 |
ResNet implementation |
tensor_image_browse |
Display image tensor |
tensor_image_display |
Display image tensor |
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 |