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Functions190 in github.com/SLDGroup/EMCAD

Method__init__
(self, mean, std)
utils/transforms.py:17
Method__init__
(self, size, interpolation=Image.BILINEAR)
utils/transforms.py:33
Method__init__
(self, n_classes)
utils/utils.py:103
Method__init__
(self, image_root, gt_root, trainsize, augmentations)
utils/dataloader.py:14
Method__init__
(self, image_root, gt_root, testsize)
utils/dataloader.py:140
Method__init__
(self, image_root, gt_root, trainsize, augmentation, split='train', color_image=True)
utils/dataloader_polyp.py:15
Method__init__
(self, transforms)
utils/joint_transforms.py:10
Method__init__
(self, size, padding=0)
utils/joint_transforms.py:21
Method__init__
(self, size)
utils/joint_transforms.py:47
Method__init__
(self, size)
utils/joint_transforms.py:70
Method__init__
(self, size)
utils/joint_transforms.py:79
Method__init__
(self, size)
utils/joint_transforms.py:98
Method__init__
(self, degree)
utils/joint_transforms.py:132
Method__init__
(self, size)
utils/joint_transforms.py:141
Method__init__
(self, crop_size, stride_rate, ignore_label)
utils/joint_transforms.py:158
Method__init__
(self, crop_size, stride_rate, ignore_label)
utils/joint_transforms.py:203
Method__init__
(self, in_channels, kernel_sizes, stride, activation='relu6', dw_parallel=True)
lib/decoders.py:80
Method__init__
(self, in_channels, out_channels, stride, kernel_sizes=[1,3,5], expansion_factor=2, dw_parallel=True, add=True
lib/decoders.py:117
Method__init__
(self, in_channels, out_channels, kernel_size=3, stride=1, activation='relu')
lib/decoders.py:194
Method__init__
(self, F_g, F_l, F_int, kernel_size=3, groups=1, activation='relu')
lib/decoders.py:221
Method__init__
(self, kernel_size=7)
lib/decoders.py:292
Method__init__
(self, channels=[512,320,128,64], kernel_sizes=[1,3,5], expansion_factor=6, dw_parallel=True, add=True, lgag_k
lib/decoders.py:316
Method__init__
(self, num_classes=1, kernel_sizes=[1,3,5], expansion_factor=2, dw_parallel=True, add=True, lgag_ks=3, activat
lib/networks.py:11
Method__init__
(self, dim, num_heads=8, qkv_bias=False, qk_scale=None, attn_drop=0., proj_drop=0., sr_ratio=1)
lib/pvtv2.py:51
Method__init__
(self, dim, num_heads, mlp_ratio=4., qkv_bias=False, qk_scale=None, drop=0., attn_drop=0., dr
lib/pvtv2.py:114
Method__init__
(self, img_size=224, patch_size=7, stride=4, in_chans=3, embed_dim=768)
lib/pvtv2.py:156
Method__init__
(self, img_size=224, patch_size=16, in_chans=3, num_classes=1000, embed_dims=[64, 128, 256, 512],
lib/pvtv2.py:196
Method__init__
(self, dim=768)
lib/pvtv2.py:361
Method__init__
(self, **kwargs)
lib/pvtv2.py:387
Method__init__
(self, **kwargs)
lib/pvtv2.py:397
Method__init__
(self, **kwargs)
lib/pvtv2.py:405
Method__init__
(self, **kwargs)
lib/pvtv2.py:413
Method__init__
(self, **kwargs)
lib/pvtv2.py:421
Method__init__
(self, **kwargs)
lib/pvtv2.py:430
Method__init__
(self, inplanes, planes, stride=1, downsample=None)
lib/resnet.py:35
Method__init__
(self, inplanes, planes, stride=1, downsample=None)
lib/resnet.py:67
Method__len__
(self)
utils/dataset_ACDC.py:58
Method__len__
(self)
utils/dataset_synapse.py:58
Method__len__
(self)
utils/dataloader.py:124
Method__len__
(self)
utils/dataloader_polyp.py:94
Function_conv_filter
convert patch embedding weight from manual patchify + linear proj to conv
lib/pvtv2.py:374
Function_init_weights
(module, name, scheme='')
lib/decoders.py:16
Method_init_weights
(self, m)
lib/pvtv2.py:25
Method_init_weights
(self, m)
lib/pvtv2.py:73
Method_init_weights
(self, m)
lib/pvtv2.py:130
Method_init_weights
(self, m)
lib/pvtv2.py:171
Method_init_weights
(self, m)
lib/pvtv2.py:253
Functioncheck_mkdir
(dir_name)
utils/misc.py:11
Methodconvert2polar
(self, img, gt)
utils/dataloader.py:95
Functiondata_split
Usage: randomly spliting dataset :param src_list: :return:
utils/format_conversion.py:21
Functionevaluate
(predictions, gts, num_classes)
utils/misc.py:68
Methodforward
(self, inputs, targets)
utils/misc.py:46
Methodforward
(self, inputs, targets)
utils/misc.py:56
Methodforward
(self, x)
utils/misc.py:129
Methodforward
(self, inputs, target, weight=None, softmax=False)
utils/utils.py:125
Methodforward
(self, x)
lib/decoders.py:102
Methodforward
(self, x)
lib/decoders.py:159
Methodforward
(self, x)
lib/decoders.py:213
Methodforward
(self, g, x)
lib/decoders.py:246
Methodforward
(self, x)
lib/decoders.py:280
Methodforward
(self, x)
lib/decoders.py:307
Methodforward
(self, x, skips)
lib/decoders.py:341
Methodforward
(self, x, mode='test')
lib/networks.py:88
Methodforward
(self, x, H, W)
lib/pvtv2.py:40
Methodforward
(self, x, H, W)
lib/pvtv2.py:88
Methodforward
(self, x, H, W)
lib/pvtv2.py:145
Methodforward
(self, x)
lib/pvtv2.py:186
Methodforward
(self, x)
lib/pvtv2.py:353
Methodforward
(self, x, H, W)
lib/pvtv2.py:365
Methodforward
(self, x)
lib/resnet.py:45
Methodforward
(self, x)
lib/resnet.py:80
Methodforward
(self, x)
lib/resnet.py:158
Methodfreeze_patch_emb
(self)
lib/pvtv2.py:291
Methodget_classifier
(self)
lib/pvtv2.py:298
Functionget_loader
(image_root, gt_root, batchsize, trainsize, shuffle=False, num_workers=4, pin_memory=True, augmentation=False)
utils/dataloader.py:128
Functionget_upsampling_weight
(in_channels, out_channels, kernel_size)
utils/misc.py:28
Methodinit_weights
(self, pretrained=None)
lib/pvtv2.py:268
Functioninitialize_weights
(*models)
utils/misc.py:16
Methodload_data
(self)
utils/dataloader.py:155
Methodno_weight_decay
(self)
lib/pvtv2.py:295
Functionone_hot_encoder
(input_tensor,dataset,n_classes = None)
utils/utils.py:86
Functionprint_model_stats
(model, input_size=(3, 224, 224))
utils/utils.py:311
Methodreset_classifier
(self, num_classes, global_pool='')
lib/pvtv2.py:301
Methodreset_drop_path
(self, drop_path_rate)
lib/pvtv2.py:273
Functionsliced_forward
(single_forward)
utils/misc.py:154
Functiontrainer_synapse
(args, model, snapshot_path)
trainer.py:40
Functiontta_model
(model, image)
utils/utils.py:284
Methodupdate
(self, val, n=1)
utils/misc.py:93
Functionworker_init_fn
(worker_id)
trainer.py:55
Functionwrapper
(self, x)
utils/misc.py:162
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