CV之ICG：计算机视觉之图像标题生成(Image Caption Generator)算法的简介、使用方法、案例应用之详细攻略

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CV之ICG：计算机视觉之图像标题生成(Image Caption Generator)算法的简介、使用方法、案例应用之详细攻略

图像标题生成ICG算法的简介

1、相关论文
(1)、《Show and Tell: A Neural Image Caption Generator》
Vinyals O , Toshev A , Bengio S , et al. Show and Tell: A Neural Image Caption Generator[J]. 2014.
Oriol Vinyals, Alexander Toshev, Samy Bengio, and Dumitru Erhan(2015): Show and Tell: A Neural Image Caption Generator. In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
百度学术：Show and Tell: A Neural Image Caption Generator
arXiv：https://arxiv.org/abs/1411.4555  arXiv
PDF链接01：https://arxiv.org/pdf/1411.4555.pdf
PDF链接02：https://arxiv.org/pdf/1411.4555v2.pdf

NIC算法模型

          NIC, our model, is based end-to-end on a neural network consisting of a vision CNN followed by a language generating RNN. It generates complete sentences in natural language from an input image, as shown on the example above.

 

 

图像标题生成ICG算法的使用方法

后期更新……

 

图像标题生成ICG算法的案例应用

1、源自《Show and Tell: A Neural Image Caption Generator》