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【風格遷移】Perceptual Losses for Real-Time Style Transfer and Super-Resolution
時間 2021-01-07
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本文的貢獻在於將perceptual loss和feed-forward網絡結合,處理速度很快。 感知損失:用特徵算損失,評估兩張圖片在內容和風格上的差異。 減小特徵圖,擴大卷積核,可以在不增加計算量的情況下,擴大感受野。同時,這對需要連續變換的風格遷移也很重要 3.1 Image Transformation Networks 在上下采樣中,使用步進和小步進卷積代替池化層。除殘差模塊
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Perceptual Losses for Real-Time Style Transfer and Super-Resolution
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部分選譯Perceptual losses for real-time style transfer and super-resolution.
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相關文章
1.
Perceptual Losses for Real-Time Style Transfer and Super-Resolution
2.
[Style Transfer]——Perceptual Losses for Real-Time Style Transfer and Super-Resolution
3.
[譯] Perceptual Losses for Real-Time Style Transfer and Super-Resolution(Stanford University)
4.
論文閱讀筆記:Perceptual Losses for Real-Time Style Transfer and Super-Resolution
5.
Perceptual Losses for Real-Time Style Transfer and Super-Resolution閱讀(一)
6.
Perceptual Losses for Real-Time Style Transfer and Super-Resolution 運行程序
7.
部分選譯Perceptual losses for real-time style transfer and super-resolution.
8.
[論文筆記] Perceptual Losses for Real-Time Style Transfer and Super-Resolution
9.
論文解讀之Perceptual Losses for Real-Time Style Transfer and Super-Resolution
10.
Perceptual Losses for Real-Time Style Transfer and Super-Resolution閱讀(二)
>>更多相關文章<<