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Functions180 in github.com/DingLei14/WiCoNet

⨍ Functions 180◇ Types & classes 21
Method__init__
(self, in_channels=3, num_classes=7, size_context=1024, size_local=512, scale=4)
models/WiCoNet.py:233
Method__init__
(self, in_channels=3, num_classes=7, pretrained=True)
models/FCN_8s.py:11
Method__init__
(self, in_channels=3, num_classes=7, pretrained=True)
models/FCN_8s.py:98
Method__init__
(self, in_channels=3, num_classes=7, pretrained=True)
models/FCN_8s.py:145
Method__len__
(self)
datasets/GID_WiCo.py:150
Method__len__
(self)
datasets/PD_WiCo.py:160
Method__len__
(self)
datasets/BLU_WiCo.py:141
Functionbatch
Yields lists by batch
utils/utils.py:54
Functionbinary_accuracy
(pred, label)
utils/utils.py:178
Functioncenter_crop
(ims, labels, size)
utils/transform.py:322
Functioncheck_mkdir
(dir_name)
utils/misc.py:11
Functionconv3x3
(in_planes, out_planes, stride=1)
models/FCN_8s.py:7
Functioncreate_crops
(ims, labels, size)
utils/transform.py:166
Functioncreate_crops_mix
(ims, labels, x_s, size, scale=1/8)
utils/transform.py:582
Functioncreate_crops_onlyimgs
(ims, size)
utils/transform.py:209
Functiondata_padding
(imgs, labels, scale=32)
utils/transform.py:373
Functiondata_padding_fixsize
(imgs, labels, size)
utils/transform.py:397
Functiondense_crf
(img, output_probs)
utils/crf.py:4
Functiondraw_rectangle
(img, pos='boundary', color=(0, 255, 0), thick=2, text='context window')
Eval_WiCo_BLU.py:44
Functiondraw_rectangle
(img, pos='boundary', color=(0, 255, 0), thick=2, text='context window')
Eval_WiCo_PD.py:41
Functiondraw_rectangle
(img, pos='boundary', color=(0, 255, 0), thick=2, text='context window')
Eval_WiCo_GID.py:44
Functioneval_net
Evaluation without the densecrf with the dice coefficient
utils/eval.py:8
Functioneval_net_BCE
Evaluation without the densecrf with the dice coefficient
utils/eval.py:36
Functionevaluate
(predictions, gts, num_classes)
utils/misc.py:50
Functionfive_crop
(ims, labels, size)
utils/transform.py:343
Functionfive_crop_mix
(ims, labels, x_s, size, scale=8)
utils/transform.py:416
Methodforward
(self, inputs, targets)
utils/loss.py:11
Methodforward
(self, x)
utils/misc.py:94
Methodforward
(self, x)
models/WiCoNet.py:62
Methodforward
(self, x1, x2)
models/WiCoNet.py:80
Methodforward
(self, x1, x2)
models/WiCoNet.py:104
Methodforward
(self, x1, x2)
models/WiCoNet.py:133
Methodforward
(self, x)
models/WiCoNet.py:166
Methodforward
(self, x)
models/WiCoNet.py:189
Methodforward
(self, x_l, x_g)
models/WiCoNet.py:202
Methodforward
(self, x)
models/WiCoNet.py:222
Methodforward
(self, x_s, x)
models/WiCoNet.py:248
Methodforward
(self, x)
models/FCN_8s.py:37
Methodforward
(self, x)
models/FCN_8s.py:83
Methodforward
(self, x)
models/FCN_8s.py:130
Methodforward
(self, x)
models/FCN_8s.py:177
Functionget_binary_imgs_and_masks
Return all the couples (img, mask)
utils/load.py:66
Functionget_file_name
(mode='train')
datasets/GID_WiCo.py:52
Functionget_file_name
(mode='train')
datasets/PD_WiCo.py:55
Functionget_ids
Returns a list of the ids in the directory
utils/load.py:23
Functionget_imgs_and_masks
Return all the couples (img, mask)
utils/load.py:39
Functionget_upsampling_weight
(in_channels, out_channels, kernel_size)
utils/misc.py:28
FunctionintersectionAndUnion
(imPred, imLab, numClass)
utils/utils.py:185
Functionmerge_masks
(img1, img2, full_w)
utils/utils.py:90
Functionnormalize
(x)
utils/utils.py:87
Functionnormalize_images
(imgs)
datasets/GID_WiCo.py:26
Functionnormalize_images
(imgs)
datasets/PD_WiCo.py:25
Functionnormalize_images
(imgs)
datasets/BLU_WiCo.py:20
Functionpix_loss
(output, target, pix_weight, ignore_index=None)
utils/loss.py:43
Functionplot_img_and_mask
(img, mask)
utils/data_vis.py:3
Functionrand_flip
(img, label)
utils/transform.py:16
Functionrand_flip2
(img_s, label_s, img, label)
utils/transform.py:28
Functionrand_flip_mix
(img, label, x_s)
utils/transform.py:40
Functionrand_rotate
(img, label)
utils/transform.py:52
Functionrand_rotate_crop
(img, label)
utils/transform.py:65
Functionrand_rotate_mix
(img, label, x_s)
utils/transform.py:151
Functionrandom_crop
(img, label, size)
utils/transform.py:501
Functionrandom_crop2
(img_s, label_s, img, label, crop_size_global, crop_size_local, scale)
utils/transform.py:521
Functionrandom_crop_mix
(img, label, x_s, size, scale=8)
utils/transform.py:552
Functionread_idtxt
(path)
utils/utils.py:6
Functionread_images
(ids, dir_img, dir_label)
utils/load.py:89
Functionrle_encode
(mask_image)
utils/utils.py:101
Functionseprate_batch
Yields lists by batch
utils/utils.py:66
FunctionshowIMG
(img)
utils/transform.py:11
Functionsliced_forward
(single_forward)
utils/misc.py:119
Functionslidding_crop_WC
(imgs_s, labels_s, ims, labels, crop_size_global, crop_size_local, scale=8)
utils/transform.py:268
Functionsliding_crop
(img, size)
utils/transform.py:464
Functionsliding_crop_single_img
(img, size)
utils/transform.py:240
Functionsplit_ids
Split each id in n, creating n tuples (id, k) for each id
utils/load.py:28
Functionsplit_img_into_squares
(img)
utils/utils.py:33
Functionsplit_train_val
(dataset, val_percent=0.05)
utils/utils.py:79
Functionten_crop
Crop 10 regions from an array. This is performed same as: http://chainercv.readthedocs.io/en/stable/reference/transforms.html#ten-crop Th
utils/load.py:175
Functionto_cropped_imgs
From a list of tuples, returns the correct cropped img
utils/load.py:33
Functionweighted_BCE
(output, target, weight_pos=None, weight_neg=None)
utils/loss.py:32
Functionwrapper
(self, x)
utils/misc.py:127
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