# Generated by roxygen2: do not edit by hand

S3method(draw_bounding_boxes,default)
S3method(draw_bounding_boxes,image_with_bounding_box)
S3method(draw_bounding_boxes,image_with_rotated_box)
S3method(draw_bounding_boxes,torch_tensor)
S3method(draw_segmentation_masks,default)
S3method(draw_segmentation_masks,image_with_segmentation_mask)
S3method(draw_segmentation_masks,torch_tensor)
S3method(get_image_size,"magick-image")
S3method(get_image_size,torch_tensor)
S3method(item_transform_affine,dataset)
S3method(item_transform_affine,default)
S3method(item_transform_affine,image_with_bounding_box)
S3method(item_transform_affine,image_with_rotated_box)
S3method(item_transform_affine,image_with_segmentation_mask)
S3method(item_transform_center_crop,dataset)
S3method(item_transform_center_crop,default)
S3method(item_transform_center_crop,image_with_bounding_box)
S3method(item_transform_center_crop,image_with_rotated_box)
S3method(item_transform_center_crop,image_with_segmentation_mask)
S3method(item_transform_crop,dataset)
S3method(item_transform_crop,default)
S3method(item_transform_crop,image_with_bounding_box)
S3method(item_transform_crop,image_with_rotated_box)
S3method(item_transform_crop,image_with_segmentation_mask)
S3method(item_transform_hflip,dataset)
S3method(item_transform_hflip,default)
S3method(item_transform_hflip,image_with_bounding_box)
S3method(item_transform_hflip,image_with_rotated_box)
S3method(item_transform_hflip,image_with_segmentation_mask)
S3method(item_transform_pad,dataset)
S3method(item_transform_pad,default)
S3method(item_transform_pad,image_with_bounding_box)
S3method(item_transform_pad,image_with_rotated_box)
S3method(item_transform_pad,image_with_segmentation_mask)
S3method(item_transform_perspective,dataset)
S3method(item_transform_perspective,default)
S3method(item_transform_perspective,image_with_bounding_box)
S3method(item_transform_perspective,image_with_rotated_box)
S3method(item_transform_perspective,image_with_segmentation_mask)
S3method(item_transform_random_affine,dataset)
S3method(item_transform_random_affine,default)
S3method(item_transform_random_affine,image_with_bounding_box)
S3method(item_transform_random_affine,image_with_rotated_box)
S3method(item_transform_random_affine,image_with_segmentation_mask)
S3method(item_transform_random_crop,dataset)
S3method(item_transform_random_crop,default)
S3method(item_transform_random_crop,image_with_bounding_box)
S3method(item_transform_random_crop,image_with_rotated_box)
S3method(item_transform_random_crop,image_with_segmentation_mask)
S3method(item_transform_random_erasing,dataset)
S3method(item_transform_random_erasing,default)
S3method(item_transform_random_erasing,image_with_bounding_box)
S3method(item_transform_random_erasing,image_with_rotated_box)
S3method(item_transform_random_erasing,image_with_segmentation_mask)
S3method(item_transform_random_horizontal_flip,dataset)
S3method(item_transform_random_horizontal_flip,default)
S3method(item_transform_random_horizontal_flip,image_with_bounding_box)
S3method(item_transform_random_horizontal_flip,image_with_rotated_box)
S3method(item_transform_random_horizontal_flip,image_with_segmentation_mask)
S3method(item_transform_random_perspective,dataset)
S3method(item_transform_random_perspective,default)
S3method(item_transform_random_perspective,image_with_bounding_box)
S3method(item_transform_random_perspective,image_with_rotated_box)
S3method(item_transform_random_perspective,image_with_segmentation_mask)
S3method(item_transform_random_resize_crop,dataset)
S3method(item_transform_random_resize_crop,default)
S3method(item_transform_random_resize_crop,image_with_bounding_box)
S3method(item_transform_random_resize_crop,image_with_rotated_box)
S3method(item_transform_random_resize_crop,image_with_segmentation_mask)
S3method(item_transform_random_rotation,dataset)
S3method(item_transform_random_rotation,default)
S3method(item_transform_random_rotation,image_with_bounding_box)
S3method(item_transform_random_rotation,image_with_rotated_box)
S3method(item_transform_random_rotation,image_with_segmentation_mask)
S3method(item_transform_random_vertical_flip,dataset)
S3method(item_transform_random_vertical_flip,default)
S3method(item_transform_random_vertical_flip,image_with_bounding_box)
S3method(item_transform_random_vertical_flip,image_with_rotated_box)
S3method(item_transform_random_vertical_flip,image_with_segmentation_mask)
S3method(item_transform_resize,dataset)
S3method(item_transform_resize,default)
S3method(item_transform_resize,image_with_bounding_box)
S3method(item_transform_resize,image_with_rotated_box)
S3method(item_transform_resize,image_with_segmentation_mask)
S3method(item_transform_rotate,dataset)
S3method(item_transform_rotate,default)
S3method(item_transform_rotate,image_with_bounding_box)
S3method(item_transform_rotate,image_with_rotated_box)
S3method(item_transform_rotate,image_with_segmentation_mask)
S3method(item_transform_vflip,dataset)
S3method(item_transform_vflip,default)
S3method(item_transform_vflip,image_with_bounding_box)
S3method(item_transform_vflip,image_with_rotated_box)
S3method(item_transform_vflip,image_with_segmentation_mask)
S3method(prepare_sahi_split,"magick-image")
S3method(prepare_sahi_split,dataset)
S3method(prepare_sahi_split,numeric)
S3method(prepare_sahi_split,torch_tensor)
S3method(target_transform_affine,default)
S3method(target_transform_affine,object_detection_target)
S3method(target_transform_coco_masks,default)
S3method(target_transform_coco_masks,segmentation_target)
S3method(target_transform_resize,default)
S3method(target_transform_resize,object_detection_target)
S3method(target_transform_rotate,dataset)
S3method(target_transform_rotate,default)
S3method(target_transform_rotate,object_detection_target)
S3method(target_transform_sahi_crop,default)
S3method(target_transform_sahi_crop,object_detection_target)
S3method(target_transform_trimap_masks,default)
S3method(target_transform_trimap_masks,segmentation_target)
S3method(transform_adjust_brightness,default)
S3method(transform_adjust_brightness,torch_tensor)
S3method(transform_adjust_contrast,default)
S3method(transform_adjust_contrast,torch_tensor)
S3method(transform_adjust_gamma,default)
S3method(transform_adjust_gamma,torch_tensor)
S3method(transform_adjust_hue,default)
S3method(transform_adjust_hue,torch_tensor)
S3method(transform_adjust_saturation,default)
S3method(transform_adjust_saturation,torch_tensor)
S3method(transform_affine,default)
S3method(transform_affine,torch_tensor)
S3method(transform_center_crop,default)
S3method(transform_color_jitter,default)
S3method(transform_convert_image_dtype,default)
S3method(transform_convert_image_dtype,torch_tensor)
S3method(transform_crop,"magick-image")
S3method(transform_crop,default)
S3method(transform_crop,torch_tensor)
S3method(transform_five_crop,default)
S3method(transform_five_crop,torch_tensor)
S3method(transform_grayscale,default)
S3method(transform_grayscale,torch_tensor)
S3method(transform_hflip,"magick-image")
S3method(transform_hflip,default)
S3method(transform_hflip,torch_tensor)
S3method(transform_linear_transformation,default)
S3method(transform_linear_transformation,torch_tensor)
S3method(transform_normalize,default)
S3method(transform_normalize,torch_tensor)
S3method(transform_pad,default)
S3method(transform_pad,torch_tensor)
S3method(transform_perspective,default)
S3method(transform_perspective,torch_tensor)
S3method(transform_random_affine,default)
S3method(transform_random_apply,default)
S3method(transform_random_choice,default)
S3method(transform_random_crop,default)
S3method(transform_random_erasing,default)
S3method(transform_random_grayscale,default)
S3method(transform_random_grayscale,torch_tensor)
S3method(transform_random_horizontal_flip,default)
S3method(transform_random_order,default)
S3method(transform_random_perspective,default)
S3method(transform_random_resized_crop,default)
S3method(transform_random_rotation,default)
S3method(transform_random_vertical_flip,default)
S3method(transform_resize,"magick-image")
S3method(transform_resize,default)
S3method(transform_resize,torch_tensor)
S3method(transform_resized_crop,default)
S3method(transform_rgb_to_grayscale,torch_tensor)
S3method(transform_rotate,default)
S3method(transform_rotate,torch_tensor)
S3method(transform_sahi_crop,"magick-image")
S3method(transform_sahi_crop,default)
S3method(transform_sahi_crop,torch_tensor)
S3method(transform_ten_crop,default)
S3method(transform_ten_crop,torch_tensor)
S3method(transform_to_tensor,"magick-image")
S3method(transform_to_tensor,array)
S3method(transform_to_tensor,default)
S3method(transform_to_tensor,list)
S3method(transform_to_tensor,matrix)
S3method(transform_vflip,default)
S3method(transform_vflip,torch_tensor)
S3method(vision_make_grid,"magick-image")
S3method(vision_make_grid,default)
S3method(vision_make_grid,torch_tensor)
export(base_loader)
export(batched_nms)
export(box_area)
export(box_convert)
export(box_iou)
export(box_xyxy_to_xyxyr)
export(caltech101_dataset)
export(caltech256_dataset)
export(caltech_classes)
export(cifar100_dataset)
export(cifar10_dataset)
export(cityscapes_dataset)
export(clip_boxes_to_image)
export(coco_caption_dataset)
export(coco_classes)
export(coco_detection_dataset)
export(coco_segmentation_dataset)
export(draw_bounding_boxes)
export(draw_keypoints)
export(draw_segmentation_masks)
export(emnist_collection)
export(emnist_dataset)
export(eurosat100_dataset)
export(eurosat_all_bands_dataset)
export(eurosat_dataset)
export(fashion_mnist_dataset)
export(fer_dataset)
export(fgvc_aircraft_dataset)
export(flickr30k_caption_dataset)
export(flickr8k_caption_dataset)
export(flowers102_dataset)
export(generalized_box_iou)
export(get_collection_catalog)
export(image_folder_dataset)
export(imagenet_1k_classes)
export(imagenet_21k_classes)
export(imagenet_21k_df)
export(imagenet_classes)
export(item_transform_affine)
export(item_transform_center_crop)
export(item_transform_crop)
export(item_transform_hflip)
export(item_transform_pad)
export(item_transform_perspective)
export(item_transform_random_affine)
export(item_transform_random_crop)
export(item_transform_random_erasing)
export(item_transform_random_horizontal_flip)
export(item_transform_random_perspective)
export(item_transform_random_resize_crop)
export(item_transform_random_rotation)
export(item_transform_random_vertical_flip)
export(item_transform_resize)
export(item_transform_rotate)
export(item_transform_vflip)
export(kmnist_dataset)
export(lfw_pairs_dataset)
export(lfw_people_dataset)
export(list_collection_datasets)
export(magick_loader)
export(mnist_dataset)
export(model_alexnet)
export(model_convnext_base_1k)
export(model_convnext_base_22k)
export(model_convnext_base_detection)
export(model_convnext_base_fcn)
export(model_convnext_base_upernet)
export(model_convnext_large_1k)
export(model_convnext_large_22k)
export(model_convnext_small_22k)
export(model_convnext_small_22k1k)
export(model_convnext_small_detection)
export(model_convnext_small_fcn)
export(model_convnext_small_upernet)
export(model_convnext_tiny_1k)
export(model_convnext_tiny_22k)
export(model_convnext_tiny_detection)
export(model_convnext_tiny_fcn)
export(model_convnext_tiny_upernet)
export(model_deeplabv3_resnet101)
export(model_deeplabv3_resnet50)
export(model_efficientnet_b0)
export(model_efficientnet_b1)
export(model_efficientnet_b2)
export(model_efficientnet_b3)
export(model_efficientnet_b4)
export(model_efficientnet_b5)
export(model_efficientnet_b6)
export(model_efficientnet_b7)
export(model_efficientnet_v2_l)
export(model_efficientnet_v2_m)
export(model_efficientnet_v2_s)
export(model_facenet_inception_resnet_v1)
export(model_facenet_onet)
export(model_facenet_pnet)
export(model_facenet_rnet)
export(model_fasterrcnn_mobilenet_v3_large_320_fpn)
export(model_fasterrcnn_mobilenet_v3_large_fpn)
export(model_fasterrcnn_resnet50_fpn)
export(model_fasterrcnn_resnet50_fpn_v2)
export(model_fcn_resnet101)
export(model_fcn_resnet50)
export(model_inception_v3)
export(model_lw_detr_large)
export(model_lw_detr_medium)
export(model_lw_detr_small)
export(model_lw_detr_tiny)
export(model_maskrcnn_resnet50_fpn)
export(model_maskrcnn_resnet50_fpn_v2)
export(model_maxvit)
export(model_mobilenet_v2)
export(model_mobilenet_v3_large)
export(model_mobilenet_v3_large_quantized)
export(model_mobilenet_v3_small)
export(model_mtcnn)
export(model_resnet101)
export(model_resnet152)
export(model_resnet18)
export(model_resnet34)
export(model_resnet50)
export(model_resnext101_32x8d)
export(model_resnext50_32x4d)
export(model_rfdetr_base)
export(model_rfdetr_base_2)
export(model_rfdetr_base_o365)
export(model_rfdetr_large)
export(model_rfdetr_medium)
export(model_rfdetr_nano)
export(model_rfdetr_small)
export(model_vgg11)
export(model_vgg11_bn)
export(model_vgg13)
export(model_vgg13_bn)
export(model_vgg16)
export(model_vgg16_bn)
export(model_vgg19)
export(model_vgg19_bn)
export(model_vit_b_16)
export(model_vit_b_32)
export(model_vit_h_14)
export(model_vit_l_16)
export(model_vit_l_32)
export(model_wide_resnet101_2)
export(model_wide_resnet50_2)
export(nms)
export(oxfordiiitpet_binary_dataset)
export(oxfordiiitpet_dataset)
export(oxfordiiitpet_segmentation_dataset)
export(pascal_detection_dataset)
export(pascal_segmentation_dataset)
export(pascal_voc_classes)
export(places365_dataset)
export(places365_dataset_large)
export(prepare_sahi_split)
export(qmnist_dataset)
export(remove_small_boxes)
export(rf100_biology_collection)
export(rf100_damage_collection)
export(rf100_document_collection)
export(rf100_infrared_collection)
export(rf100_medical_collection)
export(rf100_peixos_segmentation_dataset)
export(rf100_underwater_collection)
export(search_collection)
export(target_transform_affine)
export(target_transform_coco_masks)
export(target_transform_resize)
export(target_transform_rotate)
export(target_transform_sahi_crop)
export(target_transform_trimap_masks)
export(tensor_image_browse)
export(tensor_image_display)
export(tiny_imagenet_dataset)
export(transform_adjust_brightness)
export(transform_adjust_contrast)
export(transform_adjust_gamma)
export(transform_adjust_hue)
export(transform_adjust_saturation)
export(transform_affine)
export(transform_center_crop)
export(transform_color_jitter)
export(transform_convert_image_dtype)
export(transform_crop)
export(transform_five_crop)
export(transform_grayscale)
export(transform_hflip)
export(transform_linear_transformation)
export(transform_normalize)
export(transform_pad)
export(transform_perspective)
export(transform_random_affine)
export(transform_random_apply)
export(transform_random_choice)
export(transform_random_crop)
export(transform_random_erasing)
export(transform_random_grayscale)
export(transform_random_horizontal_flip)
export(transform_random_order)
export(transform_random_perspective)
export(transform_random_resized_crop)
export(transform_random_rotation)
export(transform_random_vertical_flip)
export(transform_resize)
export(transform_resized_crop)
export(transform_rgb_to_grayscale)
export(transform_rotate)
export(transform_sahi_crop)
export(transform_ten_crop)
export(transform_to_tensor)
export(transform_vflip)
export(vggface2_dataset)
export(vision_make_grid)
export(whoi_plankton_dataset)
export(whoi_small_coralnet_dataset)
export(whoi_small_plankton_dataset)
importFrom(grDevices,dev.off)
importFrom(graphics,polygon)
importFrom(jsonlite,fromJSON)
importFrom(magrittr,"%>%")
importFrom(rlang,"%||%")
importFrom(stats,
  runif,
  setNames
)
importFrom(torch,
  as_array,
  dataset,
  load_state_dict,
  nn_adaptive_avg_pool2d,
  nn_avg_pool2d,
  nn_batch_norm1d,
  nn_batch_norm2d,
  nn_buffer,
  nn_conv2d,
  nn_conv_transpose2d,
  nn_dropout,
  nn_embedding,
  nn_flatten,
  nn_gelu,
  nn_hardsigmoid,
  nn_hardswish,
  nn_identity,
  nn_init_constant_,
  nn_init_normal_,
  nn_init_ones_,
  nn_init_trunc_normal_,
  nn_init_xavier_uniform_,
  nn_init_zeros_,
  nn_layer_norm,
  nn_linear,
  nn_max_pool2d,
  nn_module,
  nn_module_dict,
  nn_module_list,
  nn_multihead_attention,
  nn_parameter,
  nn_prelu,
  nn_relu,
  nn_sequential,
  nn_silu,
  nn_softmax,
  nn_tanh,
  nnf_affine_grid,
  nnf_gelu,
  nnf_grid_sample,
  nnf_interpolate,
  nnf_layer_norm,
  nnf_normalize,
  nnf_relu,
  nnf_silu,
  nnf_softmax,
  torch_abs,
  torch_arange,
  torch_atan2,
  torch_bool,
  torch_cat,
  torch_chunk,
  torch_clamp,
  torch_cos,
  torch_cumsum,
  torch_div,
  torch_empty,
  torch_flatten,
  torch_float,
  torch_float32,
  torch_full,
  torch_gather,
  torch_int32,
  torch_linspace,
  torch_log,
  torch_log2,
  torch_long,
  torch_matmul,
  torch_max,
  torch_meshgrid,
  torch_min,
  torch_nonzero,
  torch_ones,
  torch_ones_like,
  torch_rand,
  torch_randn,
  torch_sigmoid,
  torch_sign,
  torch_sin,
  torch_stack,
  torch_sum,
  torch_tensor,
  torch_topk,
  torch_uint8,
  torch_zeros,
  torch_zeros_like,
  with_no_grad
)
importFrom(utils,
  head,
  read.csv,
  read.delim,
  tail
)
importFrom(zeallot,"%<-%")
