Beginner score
78/100
Competition workspace
适合已能用 PaddlePaddle 训练端到端视觉模型的开发者，尤其是想练习图像到图像转换、图像修复或场景文字擦除的人。个人即可参赛，且页面说明面向全社会开放；但提交模型必须使用 PaddlePaddle 2.0 及以上版本。
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…
适合已能用 PaddlePaddle 训练端到端视觉模型的开发者，尤其是想练习图像到图像转换、图像修复或场景文字擦除的人。个人即可参赛，且页面说明面向全社会开放；但提交模型必须使用 PaddlePaddle 2.0 及以上版本。
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
图像修复与文本擦除
PSNR 与 MS-SSIM 优化
PNG 图像批量处理
ZIP 提交文件组织
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点是既要去除试卷图像中的手写痕迹，又要精确恢复被笔迹遮挡的原始内容；测试集 GT 不公开，需让模型在真实场景处理而来的图像上保持泛化。除训练效果外，还必须严格生成与输入同名、同尺寸的 PNG，并将结果与 readme.txt 以无文件夹层级的 ZIP 提交。
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.