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ModelZoo
ResNet50_tensorflow
Commits
6c5ddd54
Commit
6c5ddd54
authored
Jul 17, 2020
by
syiming
Browse files
add doc string for resnetfpn layers
parent
d1d33691
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research/object_detection/models/faster_rcnn_resnet_v1_fpn_keras_feature_extractor.py
...dels/faster_rcnn_resnet_v1_fpn_keras_feature_extractor.py
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research/object_detection/models/faster_rcnn_resnet_v1_fpn_keras_feature_extractor.py
View file @
6c5ddd54
...
@@ -33,6 +33,8 @@ _RESNET_MODEL_OUTPUT_LAYERS = {
...
@@ -33,6 +33,8 @@ _RESNET_MODEL_OUTPUT_LAYERS = {
}
}
class
ResnetFPN
(
tf
.
keras
.
layers
.
Layer
):
class
ResnetFPN
(
tf
.
keras
.
layers
.
Layer
):
"""Construct Resnet FPN layer."""
def
__init__
(
self
,
def
__init__
(
self
,
backbone_classifier
,
backbone_classifier
,
fpn_features_generator
,
fpn_features_generator
,
...
@@ -40,6 +42,19 @@ class ResnetFPN(tf.keras.layers.Layer):
...
@@ -40,6 +42,19 @@ class ResnetFPN(tf.keras.layers.Layer):
fpn_min_level
,
fpn_min_level
,
resnet_block_names
,
resnet_block_names
,
base_fpn_max_level
):
base_fpn_max_level
):
"""Constructor.
Args:
backbone_classifier: Classifier backbone. Should be one of 'resnet_v1_50',
'resnet_v1_101', 'resnet_v1_152'.
fpn_features_generator: KerasFpnTopDownFeatureMaps that accepts a
dictionary of features and returns a ordered dictionary of fpn features.
coarse_feature_layers: Coarse feature layers for fpn.
fpn_min_level: the highest resolution feature map to use in FPN. The valid
values are {2, 3, 4, 5} which map to Resnet v1 layers.
resnet_block_names: a list of block names of resnet.
base_fpn_max_level: maximum level of fpn without coarse feature layers.
"""
super
(
ResnetFPN
,
self
).
__init__
()
super
(
ResnetFPN
,
self
).
__init__
()
self
.
classification_backbone
=
backbone_classifier
self
.
classification_backbone
=
backbone_classifier
self
.
fpn_features_generator
=
fpn_features_generator
self
.
fpn_features_generator
=
fpn_features_generator
...
...
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