Research Article
A Study of Artificial Intelligence-Based Poster Layout Design in Visual Communication
Table 3
Compared with existing methods.
| Design solutions | STN + LeNet + A-softmax | LeNet | VGGNet | Inception-v4 |
| A | 0.994 | 0.984 | 0.998 | 0.976 | B | 0.967 | 0.938 | 0.908 | 0.85 | C | 0.904 | 0.836 | 0.812 | 0.706 | D | 0.862 | 0.83 | 0.824 | 0.83 | E | 0.937 | 0.904 | 0.895 | 0.851 | Average | 0.932 | 0.898 | 0.887 | 0.842 |
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