Beginner score
78/100
Competition workspace
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。
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 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。
Taken from the competition's official page.
800 labelled training fundus photographs and 400 labelled test photographs.
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
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。
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.
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.
Kaggle
Computer VisionKaggle
Computer VisionDrivenData
Computer VisionDrivenData
Computer VisionSeparate 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.