09593fa9ea7fb0df99b27a14eee985320c497ea1,dataset/models/tf/faster_rcnn.py,FasterRCNN,_rpn_head,#Any#Any#Any#,241

Before Change

    def _rpn_head(cls, inputs, name="rpn_head", **kwargs):
        n_anchors = kwargs["map_shape"][1]

        scope_name = tf.get_default_graph().get_name_scope()+"/anchors"
        anchors = tf.get_default_graph().get_tensor_by_name(scope_name+"/anchors:0")
        anchor_reg = tf.get_default_graph().get_tensor_by_name(scope_name+"/reg:0")
        anchor_clsf = tf.get_default_graph().get_tensor_by_name(scope_name+"/clsf:0")
        anchor_batch = tf.get_default_graph().get_tensor_by_name(scope_name+"/batch:0")

        with tf.variable_scope(name):

            rpn_reg = conv_block(inputs, "c", filters=4*9, kernel_size=1, name="conv_reg", **kwargs)

After Change

        anchors = self.anchors_placeholders["anchors"]
        anchor_reg = self.anchors_placeholders["reg"]
        anchor_clsf = self.anchors_placeholders["clsf"]
        anchor_batch = self.anchors_placeholders["batch"]

        with tf.variable_scope(name):

            rpn_reg = conv_block(inputs, "c", filters=4*9, kernel_size=1, name="conv_reg", **kwargs)

Instances