Beginner score
78/100
Competition workspace
适合已有计算机视觉基础、能用 PaddlePaddle 2.0 及以上版本训练端到端模型的人,尤其是想练习医学眼底图像中关键点定位与坐标回归的个人开发者。比赛仅支持个人参赛,且面向全社会开放。
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基础、能用 PaddlePaddle 2.0 及以上版本训练端到端模型的人,尤其是想练习医学眼底图像中关键点定位与坐标回归的个人开发者。比赛仅支持个人参赛,且面向全社会开放。
Taken from the competition's official page.
PALM fundus-image dataset: 800 labeled training and 400 testing images.
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 2.0+
眼底彩照处理
关键点坐标回归
图像坐标系与缩放
CSV 文件生成
AI Studio 提交
The real friction is usually not library usage. It is validation, time allocation, and task framing.
核心难点是在不同分辨率的眼底彩照中精确回归黄斑中央凹的 x、y 坐标,并尽量缩小与专家金标准坐标的欧式距离。提交还必须严格生成指定名称的 CSV,并按 T0001.jpg 至 T0400.jpg 的顺序写入全部测试图像结果。
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.