Beginner score
78/100
Competition workspace
适合已有计算机视觉和图像复原基础、能用 PaddlePaddle 2.0 及以上版本训练端到端模型的个人参赛者。参赛者应能处理成对的源图像与 GT 图像，并生成与测试输入同名、同尺寸的输出图片；比赛仅支持个人参赛。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
78/100
Learning value
72/100
Estimated effort
4-12 hours
Metric
Official scoring is published on the Ba…
适合已有计算机视觉和图像复原基础、能用 PaddlePaddle 2.0 及以上版本训练端到端模型的个人参赛者。参赛者应能处理成对的源图像与 GT 图像，并生成与测试输入同名、同尺寸的输出图片；比赛仅支持个人参赛。
There is a baseline you can run as-is — starting from it is usually far faster than building from scratch.
Competition training and test image datasets
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 2.0+
图像到图像模型
图像去摩尔纹
图像预处理与尺寸对齐
PSNR 与 MS-SSIM
ZIP 结果文件打包
The real friction is usually not library usage. It is validation, time allocation, and task framing.
核心难点是在真实场景采集的屏摄图像中去除摩尔纹，同时尽量恢复原图细节，并兼顾未公开 GT 测试集上的泛化表现。排名同时考察像素误差和多尺度结构相似性，因此模型不能只做平滑降噪，还要保留视觉结构；提交还须严格满足同名同尺寸图片、根目录 ZIP 和 readme.txt 的格式要求。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A pre-flight checklist for image competitions when you only have free cloud GPU access.
Your First CV Baseline ChecklistUse these fields to make a quick decision before you dive deeper.
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Rules, files, submission details, and the live deadline still come from the official page.
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Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.