Beginner score
55/100
Competition workspace
适合已有医学图像深度学习和眼底彩照（CFP）分割经验的人，尤其是能处理荧光素眼底血管造影（FFA）与CFP跨模态信息的参赛者。也适合能够从血管分割结果进一步实现CRAE、CRVE、AVR、血管密度和分形维数计算的团队；可个人或至多5人组队参加。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
55/100
Learning value
58/100
Estimated effort
10-30 hours
Metric
Official scoring is published on the Ba…
适合已有医学图像深度学习和眼底彩照（CFP）分割经验的人，尤其是能处理荧光素眼底血管造影（FFA）与CFP跨模态信息的参赛者。也适合能够从血管分割结果进一步实现CRAE、CRVE、AVR、血管密度和分形维数计算的团队；可个人或至多5人组队参加。
There is a baseline you can run as-is — starting from it is usually far faster than building from scratch.
150 annotated CFP–FFA pairs, with training, validation, and blind final splits
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
眼底图像处理
动静脉语义分割
CFP与FFA多模态建模
医学图像深度学习
血管形态学量化
结果文件提交与代码复现
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是把血管分出来，而是要区分动脉和静脉，并处理CFP中“色彩亮度相近”、光照变化和血管交叉边界模糊的问题。若想在综合排名中有竞争力，最好同时完成三个子任务：任务一又明确禁止在训练和测试中使用FFA，而任务二需要利用FFA的动态灌注信息，任务三还要求将分割转化为多项定量血管指标。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A simple framework for choosing a competition that teaches instead of overwhelming you.
How to Choose Your First AI CompetitionUse 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.