Functions — github.com/david-svitov/margindistillation

hub / github.com/david-svitov/margindistillation / functions

Functions80 in github.com/david-svitov/margindistillation

⨍ Functions 80 ◇ Types & classes 9

↓ 15 callersMethodsplit

(self, indices)

train/verification.py:53

↓ 6 callersFunctioncalculate_accuracy

(threshold, dist, actual_issame)

train/verification.py:110

↓ 3 callersMethod__init__

(self, use_softmax)

train/metric.py:5

↓ 3 callersMethodimdecode

Decodes a string or byte string to an NDArray. See mx.img.imdecode for more details.

train/triplet_distillation_image_iter.py:563

↓ 3 callersMethodpostprocess_data

Final postprocessing step before image is loaded into the batch.

train/triplet_distillation_image_iter.py:586

↓ 3 callersMethodreset

Resets the iterator to the beginning of the data.

train/image_iter.py:111

↓ 3 callersMethodreset

Resets the iterator to the beginning of the data.

train/triplet_distillation_image_iter.py:384

↓ 3 callersMethodtime_elapsed

(self)

train/triplet_distillation_image_iter.py:194

↓ 3 callersMethodtime_reset

(self)

train/triplet_distillation_image_iter.py:191

↓ 2 callersFunctioncalculate_val_far

(threshold, dist, actual_issame)

train/verification.py:158

↓ 2 callersFunctionget_symbol

(args)

train/train.py:65

↓ 2 callersFunctionimage_encode

(args, i, item, q_out)

data_prepare/face2rec2.py:84

↓ 2 callersMethodimdecode

Decodes a string or byte string to an NDArray. See mx.img.imdecode for more details.

train/image_iter.py:291

↓ 2 callersMethodtriplet_reset

(self)

train/triplet_distillation_image_iter.py:173

↓ 1 callersFunctioncalculate_roc

(thresholds, embeddings1, embeddings2, actual_issame, nrof_folds=10, pca = 0)

train/verification.py:60

↓ 1 callersFunctioncalculate_val

(thresholds, embeddings1, embeddings2, actual_issame, far_target, nrof_folds=10)

train/verification.py:124

↓ 1 callersMethodcheck_data_shape

Checks if the input data shape is valid

train/image_iter.py:279

↓ 1 callersMethodcheck_data_shape

Checks if the input data shape is valid

train/triplet_distillation_image_iter.py:551

↓ 1 callersMethodcheck_valid_image

Checks if the input data is valid

train/image_iter.py:286

↓ 1 callersMethodcheck_valid_image

Checks if the input data is valid

train/triplet_distillation_image_iter.py:558

↓ 1 callersMethodcolor_aug

(self, img, x)

train/image_iter.py:180

↓ 1 callersMethodcompress_aug

(self, img)

train/image_iter.py:197

↓ 1 callersFunctiondumpR

(data_set, mx_model, batch_size, name='', data_extra = None, label_shape = None)

train/verification.py:464

↓ 1 callersFunctionevaluate

(embeddings, actual_issame, nrof_folds=10, pca = 0)

train/verification.py:170

↓ 1 callersFunctiongenerate_config

(_network, _dataset, _loss)

train/config.py:142

↓ 1 callersMethodhard_mining_reset

(self)

train/triplet_distillation_image_iter.py:294

↓ 1 callersFunctionload_bin

(path, image_size)

train/verification.py:182

↓ 1 callersFunctionmain

()

train/train.py:680

↓ 1 callersMethodnext

(self)

train/image_iter.py:209

↓ 1 callersMethodnext

(self)

train/triplet_distillation_image_iter.py:479

↓ 1 callersMethodnext_sample

Helper function for reading in next sample.

train/image_iter.py:123

↓ 1 callersMethodnext_sample

(self)

train/triplet_distillation_image_iter.py:425

↓ 1 callersMethodpairwise_dists

(self, embeddings)

train/triplet_distillation_image_iter.py:112

↓ 1 callersFunctionparse_args

()

train/train.py:40

↓ 1 callersFunctionparse_args

()

data_prepare/face2rec2.py:147

↓ 1 callersMethodpick_triplets

(self, embeddings, nrof_images_per_class)

train/triplet_distillation_image_iter.py:133

↓ 1 callersMethodpostprocess_data

Final postprocessing step before image is loaded into the batch.

train/image_iter.py:314

↓ 1 callersFunctionread_image

(img_path, **kwargs)

data_prepare/face_preprocess.py:32

↓ 1 callersMethodread_image

Reads an input image `fname` and returns the decoded raw bytes. Example usage: ---------- >>> dataIter.read_image('Face.jpg')

train/image_iter.py:297

↓ 1 callersFunctionread_list

(path_in)

data_prepare/face2rec2.py:44

↓ 1 callersMethodselect_triplets

(self)

train/triplet_distillation_image_iter.py:200

↓ 1 callersFunctiontest

(data_set, mx_model, batch_size, nfolds=10, data_extra = None, label_shape = None)

train/verification.py:208

↓ 1 callersFunctiontest_badcase

(data_set, mx_model, batch_size, name='', data_extra = None, label_shape = None)

train/verification.py:288

↓ 1 callersFunctiontrain_net

(args)

train/train.py:361

↓ 1 callersFunctionver_test

(self, batch_size, data_shape, path_imgrec = None, shuffle=False, aug_list=N

train/image_iter.py:26

Method__init__

(self, iter_list)

train/image_iter.py:319

Method__init__

(self, batch_size, data_shape, path_imgrec = None, shuffle=False, aug_list=N

train/triplet_distillation_image_iter.py:31

Method__init__

(self, iter_list)

train/triplet_distillation_image_iter.py:591

Method__init__

(self, n_splits = 2, shuffle = False)

train/verification.py:48

Function_batch_callback

(param)

train/train.py:596

Methodaugmentation_transform

Transforms input data with specified augmentation.

train/image_iter.py:308

Methodaugmentation_transform

Transforms input data with specified augmentation.

train/triplet_distillation_image_iter.py:580

Methodbrightness_aug

(self, src, x)

train/image_iter.py:156

Methodbrightness_aug

(self, src, x)

train/triplet_distillation_image_iter.py:438

Methodcolor_aug

(self, img, x)

train/triplet_distillation_image_iter.py:462

Methodcontrast_aug

(self, src, x)

train/image_iter.py:161

Methodcontrast_aug

(self, src, x)

train/triplet_distillation_image_iter.py:443

Methodmirror_aug

(self, img)

train/image_iter.py:190

Methodmirror_aug

(self, img)

train/triplet_distillation_image_iter.py:471

Methodnext

(self)

train/image_iter.py:329

Methodnext

(self)

train/triplet_distillation_image_iter.py:601

Methodnum_samples

(self)

train/image_iter.py:120

Methodnum_samples

(self)

train/triplet_distillation_image_iter.py:422

Functionparse_lst_line

(line)

data_prepare/face_preprocess.py:6

Functionpreprocess

(img, bbox=None, landmark=None, **kwargs)

data_prepare/face_preprocess.py:47

Methodread_image

Reads an input image `fname` and returns the decoded raw bytes. Example usage: ---------- >>> dataIter.read_image('Face.jpg')

train/triplet_distillation_image_iter.py:569

Functionread_worker

(args, q_in, q_out)

data_prepare/face2rec2.py:109

Methodreset

(self)

train/image_iter.py:326

Methodreset

(self)

train/triplet_distillation_image_iter.py:598

Methodsaturation_aug

(self, src, x)

train/image_iter.py:170

Methodsaturation_aug

(self, src, x)

train/triplet_distillation_image_iter.py:452

Methodupdate

(self, labels, preds)

train/metric.py:14

Methodupdate

(self, labels, preds)

train/metric.py:43

Methodupdate

(self, labels, preds)

train/metric.py:65

Methodupdate

(self, labels, preds)

train/metric.py:88

Functionwrite_worker

(q_out, fname, working_dir)

data_prepare/face2rec2.py:117