在图像的采集和传输过程中,常常会产生各种形式的损坏,这些损坏会降低对图像信息的准确解释,同时也有一些老照片因保存不当而出现污渍或者划痕缺失的情况。本课题结合变分编码器(VAEs)、Vision Transformer与对抗生成网络(GAN)的深度学习算法和图像处理技术为基础,设计开发了一款图像修复深度学习算法小程序。这款程序为用户带来了基于 BS 结构的 Web 应用程序。用户操作时,只需轻松选定待修复的照片即可还原一张真实图像。
☆46May 1, 2025Updated 11 months ago
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