Beginner score
78/100
Competition workspace
适合已有计算机视觉与2D医学图像经验、想用飞桨完成眼底图像关键点定位的个人开发者。参赛者需要能够用 PaddlePaddle 2.0 及以上版本训练端到端深度学习模型，并提交预测结果和原始代码。
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与2D医学图像经验、想用飞桨完成眼底图像关键点定位的个人开发者。参赛者需要能够用 PaddlePaddle 2.0 及以上版本训练端到端深度学习模型，并提交预测结果和原始代码。
Taken from the competition's official page.
200 paired fundus and OCT images, with 100 training and 100 test pairs
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 2.0+
2D眼底图像处理
关键点坐标回归
小样本深度学习
图像数据增强
AI Studio Notebook
The real friction is usually not library usage. It is validation, time allocation, and task framing.
训练数据规模很小，页面明确说明仅有100个训练样本，因此需要在有限标注下训练出稳定的坐标定位模型。模型还要区分“中央凹不可见”这一情况，并输出指定的(0, 0)坐标，而不只是对可见目标做常规回归。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A simple framework for choosing a competition that teaches instead of overwhelming you.
How to Choose Your First AI CompetitionUse these fields to make a quick decision before you dive deeper.
Registration is unverified; confirm availability on the official page before investing.
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Rules, files, submission details, and the live deadline still come from the official page.
These competitions share a similar domain or difficulty level.
Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.
Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.