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图像描述

最近老师让我写一个图像描述的项目,于是我就结合谷歌很早发表的NIC和今年CVPR的两篇论文:Skeleton Key: Image Captioning by Skeleton-Attribute DecompositionSCA-CNN: Spatial and Channel-wise Attention in Convolutional Networksfor Image Captioning的内容做了这个项目,目前这个项目还在阿里云上运行,下面给出运行少量数据(几百张)得到的结果。

实验环境

  • python3
  • opencv-python
  • tensorlayer
  • vgg网络

结果

Image1

a dog wearing a red is is with in the of a dog .

image2

a dog dog is a blue of .

可以看出给出的描述看起来很荒谬而且不完整,但是起码有些语法是正确的,所以等完全跑完再看看效果吧(-_-)。

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使用tensorflow实现图像描述

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