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github.com/calmiLovesAI/TensorFlow2.0_ResNet
/ functions
Functions
29 in github.com/calmiLovesAI/TensorFlow2.0_ResNet
⨍
Functions
29
◇
Types & classes
5
↓ 4 callers
Function
make_basic_block_layer
(filter_num, blocks, stride=1)
models/residual_block.py:83
↓ 4 callers
Function
make_bottleneck_layer
(filter_num, blocks, stride=1)
models/residual_block.py:93
↓ 3 callers
Method
__copy_files
(self, type_path, type_saved_dir)
split_dataset.py:57
↓ 3 callers
Function
get_dataset
(dataset_root_dir)
prepare_data.py:33
↓ 2 callers
Function
generate_datasets
()
prepare_data.py:46
↓ 2 callers
Function
get_model
()
train.py:9
↓ 1 callers
Method
__get_all_file_path
(self)
split_dataset.py:43
↓ 1 callers
Method
__get_label_names
(self)
split_dataset.py:35
↓ 1 callers
Method
__init__
(self, filter_num, stride=1)
models/residual_block.py:6
↓ 1 callers
Method
__init__
(self, layer_params)
models/resnet.py:7
↓ 1 callers
Method
__split_dataset
(self)
split_dataset.py:68
↓ 1 callers
Function
get_images_and_labels
(data_root_dir)
prepare_data.py:19
↓ 1 callers
Function
resnet_101
()
models/resnet.py:103
↓ 1 callers
Function
resnet_152
()
models/resnet.py:107
↓ 1 callers
Function
resnet_18
()
models/resnet.py:91
↓ 1 callers
Function
resnet_34
()
models/resnet.py:95
↓ 1 callers
Function
resnet_50
()
models/resnet.py:99
↓ 1 callers
Method
start_splitting
(self)
split_dataset.py:82
↓ 1 callers
Function
test_step
(images, labels)
evaluate.py:27
↓ 1 callers
Function
train_step
(images, labels)
train.py:50
↓ 1 callers
Function
valid_step
(images, labels)
train.py:61
Method
__init__
(self, dataset_dir, saved_dataset_dir, train_ratio=0.6, test_ratio=0.2, show_progress=False)
split_dataset.py:7
Method
__init__
(self, filter_num, stride=1)
models/residual_block.py:42
Method
__init__
(self, layer_params)
models/resnet.py:50
Method
call
(self, inputs, training=None, **kwargs)
models/residual_block.py:27
Method
call
(self, inputs, training=None, **kwargs)
models/residual_block.py:66
Method
call
(self, inputs, training=None, mask=None)
models/resnet.py:34
Method
call
(self, inputs, training=None, mask=None)
models/resnet.py:76
Function
load_and_preprocess_image
(img_path)
prepare_data.py:7