January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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Using RNN for captioning
Donahue et al., in the paper https://arxiv.org/pdf/1411.4389.pdf, proposed Long-term recurrent convolutional architectures (LRCN) for the task of image captioning. The architecture of this model is shown here:
Reproduced from Donahue et al.
Both the CNN and LSTM is shown in the figure share weights across time, which makes this method scalable to arbitrarily long sequences.
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