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  3. 飞桨学习赛:PALM眼底彩照中黄斑中央凹定位
Baidu AI StudioComputer VisionBeginnerRegistration unverified

飞桨学习赛:PALM眼底彩照中黄斑中央凹定位

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。

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图像中黄斑中央凹定位任务。 Official tags: 结构定位. Sign-ups: 113.

Resources

What this competition gives you

Taken from the competition's official page.

  • DataPALM fundus-image dataset: 800 labeled training and 400 testing images.
  • Reference paperPaper on macula segmentation and fovea localization.
  • Reference paperPaper on retinal optic-disc and fovea detection.

Preparation

From registration to a first submission

  1. 01

    PaddlePaddle 2.0+

  2. 02

    眼底彩照处理

  3. 03

    关键点坐标回归

  4. 04

    图像坐标系与缩放

  5. 05

    CSV 文件生成

  6. 06

    AI Studio 提交

Before you commit: 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。

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

Open official pageSign in to saveOpen guide

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.