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  3. 飞桨学习赛:PALM眼底彩照视盘探测与分割
Baidu AI StudioComputer VisionBeginnerRegistration unverified

飞桨学习赛:PALM眼底彩照视盘探测与分割

A beginner computer vision competition requiring roughly 4–12 hours for an end-to-end practice run.

Difficulty
Beginner
Estimated effort
4–12 hours
Registration deadline
To be confirmed
Compute
Free GPU OK
OverviewResourcesPreparationSource

Overview

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。

Read the original official blurb
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.

Resources

What this competition gives you

Taken from the competition's official page.

  • Data800 labelled training fundus photographs and 400 labelled test photographs.
  • BaselineCommunity AI Studio project by Automate.
  • BaselineCommunity AI Studio project by XiaoHu001.
  • BaselineCommunity AI Studio project by lulu喵咩叫.
  • BaselineCommunity AI Studio project by 一杆梅子酒.
  • BaselineCommunity AI Studio project by 羽小翟.
  • BaselineCommunity AI Studio project by Niki_173.
  • BaselineCommunity AI Studio project by yyyokay.
  • BaselineCommunity AI Studio project by JavaRoom.
  • BaselineCommunity AI Studio project by 驾长风.
  • BaselineCommunity AI Studio project by jsdbzcm.
  • BaselineCommunity AI Studio project by 红白黑.
  • BaselineCommunity AI Studio project by 吖吖查.
  • BaselineCommunity AI Studio project by PangAY.
  • BaselineCommunity AI Studio project by 马骏骁.
  • BaselineCommunity AI Studio project by 咚咚.
  • Reference paperPaper on pathological myopia detection and optic disc segmentation.
  • Reference paperPaper on adversarial optic disc and cup segmentation.

Preparation

From registration to a first submission

  1. 01

    PaddlePaddle 2.0+

  2. 02

    医学图像语义分割

  3. 03

    眼底彩照处理

  4. 04

    像素级掩码标注

  5. 05

    PNG结果文件生成

  6. 06

    ZIP文件提交

Before you commit: 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。

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
Baidu AI Studio
Last checked
Not recorded

Entry assessment

est.
78

Worth shortlisting

Overall fit estimate

Beginner fit78/100
Learning value72/100

Confirm eligibility and time commitment before moving into formal preparation.

Entry eligibility needs official confirmation

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Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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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.