Beginner score
78/100
Competition workspace
适合已有深度学习图像分类基础、想用 PaddlePaddle 完成医学眼底彩照二分类的个人参赛者。参赛者需要能处理带标签的眼底图像，并在 AI Studio 上训练端到端模型；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…
适合已有深度学习图像分类基础、想用 PaddlePaddle 完成医学眼底彩照二分类的个人参赛者。参赛者需要能处理带标签的眼底图像，并在 AI Studio 上训练端到端模型；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.
800 labelled fundus images for training and 400 labelled test images
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 2.0+
眼底彩照图像分类
卷积神经网络
二分类概率预测
CSV结果文件生成
AI Studio Notebook
The real friction is usually not library usage. It is validation, time allocation, and task framing.
核心难点是从眼底彩照中区分病理性近视与非病理性近视：标签来自结合临床报告、OCT和视野检查等结果的金标准，而模型输入是图像。还必须按指定文件顺序输出PM风险概率，并提交原始代码与预测结果。
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.
Sign in to save competitions and build your own shortlist.
Rules, files, submission details, and the live deadline still come from the official page.
These competitions share a similar domain or difficulty level.
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Time SeriesBaidu AI Studio
Time SeriesSeparate 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.