python - 训练 im2txt 模型时出错

Question

我正在尝试使用刚从 master 分支构建的 Tensorflow 训练 im2txt 模型，

我下载了它需要的所有数据集，但是当我运行训练脚本时:

bazel-bin/im2txt/train \ --input_file_pattern="${MSCOCO_DIR}/train-?????-of-00256" \ --inception_checkpoint_file="${INCEPTION_CHECKPOINT}" \ --train_dir="${MODEL_DIR}/train" \ --train_inception=false \ --number_of_steps=1000000

显示如下:

Traceback (most recent call last): 
File "/home/rvl224/models/im2txt/bazel-bin/im2txt/train.runfiles/im2txt/im2txt/train.py", line 111, in  tf.app.run() 
File "/home/rvl224/anaconda2/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 30, in run sys.exit(main(sys.argv[:1] + flags_passthrough)) 
File "/home/rvl224/models/im2txt/bazel-bin/im2txt/train.runfiles/im2txt/im2txt/train.py", line 65, in main model.build() 
File "/home/rvl224/models/im2txt/bazel-bin/im2txt/train.runfiles/im2txt/im2txt/show_and_tell_model.py", line 358, in build self.build_inputs() 
File "/home/rvl224/models/im2txt/bazel-bin/im2txt/train.runfiles/im2txt/im2txt/show_and_tell_model.py", line 165, in build_inputs image = self.process_image(encoded_image, thread_id=thread_id) 
File "/home/rvl224/models/im2txt/bazel-bin/im2txt/train.runfiles/im2txt/im2txt/show_and_tell_model.py", line 119, in process_image image_format=self.config.image_format) 
File "/home/rvl224/models/im2txt/bazel-bin/im2txt/train.runfiles/im2txt/im2txt/ops/image_processing.py", line 114, in process_image method=tf.image.ResizeMethod.BILINEAR)
TypeError: resize_images() got an unexpected keyword argument 'new_height'

是 resize_images() 函数的问题还是我做错了什么？

谢谢

Answer 1

更新: fix applied

对此感到抱歉!上周更改了 TensorFlow 中函数 resize_images(...) 的签名，这导致了此损坏。

我会尽快解决这个问题。如果您想在此之前使用修复程序，则需要修改文件 im2txt/im2txt/ops/image_processing.py。

只需更改这一行:

image = tf.image.resize_images(image,
                               new_height=resize_height,
                               new_width=resize_width,
                               method=tf.image.ResizeMethod.BILINEAR)

为此:

image = tf.image.resize_images(image,
                               size=[resize_height, resize_width],
                               method=tf.image.ResizeMethod.BILINEAR)