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  3. 飞桨学习赛:PALM眼底彩照视盘探测与分割

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Baidu AI StudioComputer VisionBeginnerRegistration unverifiedRegistration unverified

飞桨学习赛:PALM眼底彩照视盘探测与分割

适合已有 Python 与 PaddlePaddle 2.0+ 使用经验、想练习医学图像语义分割的个人开发者。参赛者需要能处理眼底彩照,并生成与原图对应的像素级视盘掩码;比赛仅支持个人参赛。

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Suggested next step

Decide whether this contest fits your current stage before you sink time into the leaderboard.

Beginner score

78/100

Higher means a safer real starting point for your current stage.

Learning value

72/100

Measures whether the competition teaches habits you can transfer elsewhere.

Estimated effort

4-12 hours

Use this to check whether the task fits your current time budget.

Metric

Official scoring is published on the Ba…

If you cannot explain this metric clearly yet, you probably still need a bit of prep.

Who this competition fits

适合已有 Python 与 PaddlePaddle 2.0+ 使用经验、想练习医学图像语义分割的个人开发者。参赛者需要能处理眼底彩照,并生成与原图对应的像素级视盘掩码;比赛仅支持个人参赛。

Official blurb (unedited)
ISBI2019 PALM眼科挑战赛赛题再现,提供800张眼底彩照训练数据集, 要求选手训练模型完成眼底视盘结构的探测和分割任务。 Official tags: 结构分割. Sign-ups: 102.

What this competition gives you

Taken from the competition's official page.

Data

800 labelled training fundus photographs and 400 labelled test photographs.

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Reference paperPaper on pathological myopia detection and optic disc segmentation.
Reference paperPaper on adversarial optic disc and cup segmentation.

Prep before joining

If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.

PaddlePaddle 2.0+

医学图像语义分割

眼底彩照处理

像素级掩码标注

PNG结果文件生成

ZIP文件提交

Where the real difficulty shows up

The real friction is usually not library usage. It is validation, time allocation, and task framing.

难点在于同时做好视盘是否存在的检测和视盘区域的像素级分割:视盘不完整或缺失时必须输出全背景,而最终结果综合两项任务。还必须严格按原图名称生成指定像素值的 PNG 掩码并打包提交。

Read this first

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 Checklist

Your decision

Use these fields to make a quick decision before you dive deeper.

Status
Registration unverified
Registration
Registration unverified
Eligibility
Needs official confirmation
Reward
奖励积分
Compute
Free GPU OK
Official metric
Official scoring is published on the Baidu AI Studio competition page.
Verification
Source page verified

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.

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Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.

Source page verifiedMetric confirmedReviewed
Published on this site
Jul 21, 2026

Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.