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torchvision  

Models, Datasets and Transformations for Images
View on CRAN: Click here


Download and install torchvision package within the R console
Install from CRAN:
install.packages("torchvision")

Install from Github:
library("remotes")
install_github("cran/torchvision")

Install by package version:
library("remotes")
install_version("torchvision", "0.6.0")



Attach the package and use:
library("torchvision")
Maintained by
Daniel Falbel
[Scholar Profile | Author Map]
First Published: 2020-10-29
Latest Update: 2023-04-14
Description:
Provides access to datasets, models and preprocessing facilities for deep learning with images. Integrates seamlessly with the 'torch' package and it's 'API' borrows heavily from 'PyTorch' vision package.
How to cite:
Daniel Falbel (2020). torchvision: Models, Datasets and Transformations for Images. R package version 0.6.0, https://cran.r-project.org/web/packages/torchvision. Accessed 06 Apr. 2025.
Previous versions and publish date:
0.1.0 (2020-10-29 16:00), 0.2.0 (2021-01-05 22:50), 0.3.0 (2021-05-04 19:30), 0.4.0 (2021-08-17 15:40), 0.4.1 (2022-01-28 21:20), 0.5.0 (2023-03-15 13:10), 0.5.1 (2023-04-14 12:00)
Other packages that cited torchvision R package
View torchvision citation profile
Other R packages that torchvision depends, imports, suggests or enhances
Complete documentation for torchvision
Functions, R codes and Examples using the torchvision R package
Some associated functions: base_loader . cifar10_dataset . draw_bounding_boxes . draw_keypoints . draw_segmentation_masks . image_folder_dataset . kmnist_dataset . magick_loader . mnist_dataset . model_alexnet . model_inception_v3 . model_mobilenet_v2 . model_resnet . model_vgg . tensor_image_browse . tensor_image_display . tiny_imagenet_dataset . transform_adjust_brightness . transform_adjust_contrast . transform_adjust_gamma . transform_adjust_hue . transform_adjust_saturation . transform_affine . transform_center_crop . transform_color_jitter . transform_convert_image_dtype . transform_crop . transform_five_crop . transform_grayscale . transform_hflip . transform_linear_transformation . transform_normalize . transform_pad . transform_perspective . transform_random_affine . transform_random_apply . transform_random_choice . transform_random_crop . transform_random_erasing . transform_random_grayscale . transform_random_horizontal_flip . transform_random_order . transform_random_perspective . transform_random_resized_crop . transform_random_rotation . transform_random_vertical_flip . transform_resize . transform_resized_crop . transform_rgb_to_grayscale . transform_rotate . transform_ten_crop . transform_to_tensor . transform_vflip . vision_make_grid . 
Some associated R codes: conditions.R . dataset-cifar.R . dataset-mnist.R . folder-dataset.R . globals.R . models-alexnet.R . models-inception.R . models-mobilenetv2.R . models-resnet.R . models-vgg.R . tiny-imagenet-dataset.R . transforms-array.R . transforms-defaults.R . transforms-generics.R . transforms-magick.R . transforms-tensor.R . utils.R . vision_utils.R .  Full torchvision package functions and examples
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