zxx1218 / image_fix

在图像获取和传输过程中,往往伴随着各种形式的损坏,降低了图像质量和对图像信息的准确解释,一些老照片因为保存不当也会变得存在污渍或者破损缺失。图像修复技术主要用来修复日常生活中被噪声污染或者人为破坏的破损图像,也可应用于替换图像中的小区域或者瑕疵。目前,图像修复工作仍然由经验丰富的图像修复师来完成,让图像修复借助深度学习算法实现自动化日趋成为该领域的发展方向。本课题基于深度学习算法和图像处理技术,设计并开发一款图像修复深度学习算法程序,该算法能够对使用者上传的照片进行自动化分析,修复照片的损坏部分,提高照片的清晰度和观赏性。

Date Created 2023-12-12 (11 months ago)
Commits 65 (last one 2 months ago)
Stargazers 29 (2 this week)
Watchers 2 (0 this week)
Forks 3
License unknown
Ranking

RepositoryStats indexes 584,353 repositories, of these zxx1218/image_fix is ranked #564,412 (3rd percentile) for total stargazers, and #478,709 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #111,592/116,326.

zxx1218/image_fix is also tagged with popular topics, for these it's ranked: deep-learning (#8,236/8389),  pytorch (#5,841/5948),  image-processing (#1,063/1091)

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65 commits on the default branch (master) since jan '22

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updated: 2024-11-19 @ 10:45am, id: 730504293 / R_kgDOK4qcZQ