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
- 01
PaddlePaddle 2.0+
- 02
医学图像语义分割
- 03
眼底彩照处理
- 04
像素级掩码标注
- 05
PNG结果文件生成
- 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