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【开源实习】基于MindSpore实现unet语义分割案例优化#41

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【开源实习】基于MindSpore实现unet语义分割案例优化#41
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@zaixiaozhao
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任务描述
基于MindSpore 2.7.1版本+动态图+mint接口实现U-Net模型的语义分割案例整改,需包含模型训练+推理的完整流程

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将原先基于mindspore-cpu修改维mindspore-Ascend,并采用动态图+mint接口实现模型训练+推理

@xing-yiren
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okie,辛苦 @moyu026 先做下功能验证,@allendyu 同步检查下代码和提交规范

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moyu026 commented Jan 19, 2026

数据集的链接打不开,http://brainiac2.mit.edu/isbi_challenge/

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zaixiaozhao commented Jan 19, 2026 via email

@moyu026
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moyu026 commented Jan 20, 2026

MindSpore 2.7.1版本可以运行

@xing-yiren
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老师,它的这个是原来的,我是直接在原来的data目录下去下载的,原始的数据集地址就是打不开的,我是需要修改并删除嘛

------------------ 原始邮件 ------------------ 发件人: @.>; 发送时间: 2026年1月19日(星期一) 下午3:24 收件人: @.>; 抄送: @.>; @.>; 主题: Re: [mindspore-lab/applications] 【开源实习】基于MindSpore实现unet语义分割案例优化 (PR #41) moyu026 left a comment (mindspore-lab/applications#41) 数据集的链接打不开,http://brainiac2.mit.edu/isbi_challenge/ — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you authored the thread.Message ID: @.***>

这个修改下notebook中的链接吧,直接从本地加载数据

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zaixiaozhao commented Jan 20, 2026 via email

@moyu026
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moyu026 commented Feb 5, 2026

创建测试集

test_dataset = create_dataset("datasets/ISBI/test/", 224, 1, shuffle=False, have_mask=False)
这里不会自动创建测试集,需要自己创建测试集,是不是可以改一下或者说明一下

@zaixiaozhao
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zaixiaozhao commented Feb 5, 2026 via email

@DuangZ-GR
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image 案例应该提交到dev分支的cv目录下的unet文件夹中(对命名为train_unet_segmentation.ipynb的文件进行更新),同时在README.md文件中的Application List中进行更新,附带模型名称,跳转链接和描述,命名应该规范为train_unet_segmentation.ipynb

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image 案例应该对运行时产生的输出数据进行清除,根据指导手册中的4.4部分对案例文件进行修改,具体可看https://github.com/mindspore-lab/applications/wiki/Contributing-Guidelines

@zaixiaozhao zaixiaozhao changed the base branch from master to dev March 17, 2026 05:12
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zaixiaozhao commented Mar 18, 2026 via email

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