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Python pix2pix.Block方法代码示例

本文整理汇总了Python中nets.pix2pix.Block方法的典型用法代码示例。如果您正苦于以下问题:Python pix2pix.Block方法的具体用法?Python pix2pix.Block怎么用?Python pix2pix.Block使用的例子?那么, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在nets.pix2pix的用法示例。


在下文中一共展示了pix2pix.Block方法的3个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的Python代码示例。

示例1: test_block_number_dictates_number_of_layers

# 需要导入模块: from nets import pix2pix [as 别名]
# 或者: from nets.pix2pix import Block [as 别名]
def test_block_number_dictates_number_of_layers(self):
    batch_size = 2
    height, width = 256, 256
    num_outputs = 4

    images = tf.ones((batch_size, height, width, 3))
    blocks = [
        pix2pix.Block(64, 0.5),
        pix2pix.Block(128, 0),
    ]
    with tf.contrib.framework.arg_scope(pix2pix.pix2pix_arg_scope()):
      _, end_points = pix2pix.pix2pix_generator(
          images, num_outputs, blocks)

    num_encoder_layers = 0
    num_decoder_layers = 0
    for end_point in end_points:
      if end_point.startswith('encoder'):
        num_encoder_layers += 1
      elif end_point.startswith('decoder'):
        num_decoder_layers += 1

    self.assertEqual(num_encoder_layers, len(blocks))
    self.assertEqual(num_decoder_layers, len(blocks)) 
开发者ID:leimao,项目名称:DeepLab_v3,代码行数:26,代码来源:pix2pix_test.py

示例2: test_block_number_dictates_number_of_layers

# 需要导入模块: from nets import pix2pix [as 别名]
# 或者: from nets.pix2pix import Block [as 别名]
def test_block_number_dictates_number_of_layers(self):
    batch_size = 2
    height, width = 256, 256
    num_outputs = 4

    images = tf.ones((batch_size, height, width, 3))
    blocks = [
        pix2pix.Block(64, 0.5),
        pix2pix.Block(128, 0),
    ]
    with slim.arg_scope(pix2pix.pix2pix_arg_scope()):
      _, end_points = pix2pix.pix2pix_generator(
          images, num_outputs, blocks)

    num_encoder_layers = 0
    num_decoder_layers = 0
    for end_point in end_points:
      if end_point.startswith('encoder'):
        num_encoder_layers += 1
      elif end_point.startswith('decoder'):
        num_decoder_layers += 1

    self.assertEqual(num_encoder_layers, len(blocks))
    self.assertEqual(num_decoder_layers, len(blocks)) 
开发者ID:tensorflow,项目名称:models,代码行数:26,代码来源:pix2pix_test.py

示例3: _reduced_default_blocks

# 需要导入模块: from nets import pix2pix [as 别名]
# 或者: from nets.pix2pix import Block [as 别名]
def _reduced_default_blocks(self):
    """Returns the default blocks, scaled down to make test run faster."""
    return [pix2pix.Block(b.num_filters // 32, b.decoder_keep_prob)
            for b in pix2pix._default_generator_blocks()] 
开发者ID:leimao,项目名称:DeepLab_v3,代码行数:6,代码来源:pix2pix_test.py


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