Research Article
[Retracted] The Effectiveness of Pictorial Aesthetics Based on Multiview Parallel Neural Networks in Art-Oriented Teaching
| Number of layers | Kernel size | Feature map size |
| Conv1-2 | 3 × 3(1) | 224 × 224 × 64 | Max-pool l | 2 × 2(2) | 112 × 112 × 64 | Conv3-4 | 3 × 3(1) | 112 × 112 × 128 | Max-pool 2 | 2 × 2(2) | 56 × 56 × 128 | Conv5-7 | 3 × 3(1) | 56 × 56 × 256 | Max-pool 3 | 2 × 2(2) | 28 × 28 × 256 | Conv8-10 | 3 × 3(1) | 28 × 28 × 512 | Max-pool 4 | 2 × 2(2) | 14 × 14 × 512 | Conv11-12 | 3 × 3(1) | 14 × 14 × 512 | Conv13 (6 groups) | 3 × 3(1) | 14 × 14 × 64 | fc1 | | 1 × 1 × 512 | fc2 | | 1 × 1 × 256 | Regression | | 1 × 1 × 1 |
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