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ModelZoo
ResNet50_tensorflow
Commits
95d8a879
Commit
95d8a879
authored
Jul 29, 2020
by
syiming
Browse files
change resnetFPN as an internal class
parent
3e73c76c
Changes
1
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4 deletions
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-4
research/object_detection/models/faster_rcnn_resnet_v1_fpn_keras_feature_extractor.py
...dels/faster_rcnn_resnet_v1_fpn_keras_feature_extractor.py
+4
-4
No files found.
research/object_detection/models/faster_rcnn_resnet_v1_fpn_keras_feature_extractor.py
View file @
95d8a879
...
...
@@ -32,7 +32,7 @@ _RESNET_MODEL_OUTPUT_LAYERS = {
'conv4_block36_out'
,
'conv5_block3_out'
],
}
class
ResnetFPN
(
tf
.
keras
.
layers
.
Layer
):
class
_
ResnetFPN
(
tf
.
keras
.
layers
.
Layer
):
"""Construct Resnet FPN layer."""
def
__init__
(
self
,
...
...
@@ -56,7 +56,7 @@ class ResnetFPN(tf.keras.layers.Layer):
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
.
fpn_features_generator
=
fpn_features_generator
self
.
coarse_feature_layers
=
coarse_feature_layers
...
...
@@ -66,7 +66,7 @@ class ResnetFPN(tf.keras.layers.Layer):
self
.
_base_fpn_max_level
=
base_fpn_max_level
def
call
(
self
,
inputs
):
"""Create ResnetFPN layer.
"""Create
internal
ResnetFPN layer.
Args:
inputs: A [batch, height_out, width_out, channels] float32 tensor
...
...
@@ -261,7 +261,7 @@ class FasterRCNNResnetV1FpnKerasFeatureExtractor(
name
=
layer_name
))
self
.
_coarse_feature_layers
.
append
(
layers
)
feature_extractor_model
=
ResnetFPN
(
self
.
classification_backbone
,
feature_extractor_model
=
_
ResnetFPN
(
self
.
classification_backbone
,
self
.
_fpn_features_generator
,
self
.
_coarse_feature_layers
,
self
.
_pad_to_multiple
,
...
...
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