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Henryjiepanli / Uncertainty-aware-Network

UANet: an Uncertainty-Aware Network for Building Extraction from Remote Sensing Images
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Reported values for IoU #1

Open ivicadimitrovski opened 1 year ago

ivicadimitrovski commented 1 year ago

The reported IoU values are mean IoUs of the building and non-building classes for each of the datasets or you report only the IoU values calculated for the building class?

Henryjiepanli commented 1 year ago

Thank you for your question, we report only the IoU values calculated for the building class, which is a common practice in building extraction.

bzanniupoiiu commented 3 months ago

您好！最近在复现《Uncertainty-aware-Network》的过程中，遇到了评价指标不知道该如何计算的问题。我直接运行test代码，最终打印的评价指标是下图这样，明显与实际不相符，我自己写的计算评价指标的函数也出现了问题，所以想请问您是如何计算F1，mIOU，OA，Pre和Recall等评价指标的呢，谢谢！

Henryjiepanli commented 3 months ago

你应该计算的是背景的指标，在代码里面,建筑物是0，背景是1

-----原始邮件----- 发件人:bzanniupoiiu @.> 发送时间:2024-08-05 11:09:12 (星期一) 收件人: Henryjiepanli/Uncertainty-aware-Network @.> 抄送: HenryLi @.>, Comment @.> 主题: Re: [Henryjiepanli/Uncertainty-aware-Network] Reported values for IoU (Issue #1)

您好！最近在复现《Uncertainty-aware-Network》的过程中，遇到了评价指标不知道该如何计算的问题。我直接运行test代码，最终打印的评价指标是下图这样，明显与实际不相符，我自己写的计算评价指标的函数也出现了问题，所以想请问您是如何计算F1，mIOU，OA，Pre和Recall等评价指标的呢，谢谢！

— Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you commented.Message ID: @.***>

bzanniupoiiu commented 3 months ago

非常感谢，已经解决问题，是因为之前把建筑物看成1

------------------ 原始邮件 ------------------ 发件人: "Henryjiepanli/Uncertainty-aware-Network" @.>; 发送时间: 2024年8月5日(星期一) 下午4:11 @.>; @.**@.>; 主题: Re: [Henryjiepanli/Uncertainty-aware-Network] Reported values for IoU (Issue #1)

你应该计算的是背景的指标，在代码里面,建筑物是0，背景是1

-----原始邮件----- 发件人:bzanniupoiiu @.> 发送时间:2024-08-05 11:09:12 (星期一) 收件人: Henryjiepanli/Uncertainty-aware-Network @.> 抄送: HenryLi @.>, Comment @.> 主题: Re: [Henryjiepanli/Uncertainty-aware-Network] Reported values for IoU (Issue #1)

您好！最近在复现《Uncertainty-aware-Network》的过程中，遇到了评价指标不知道该如何计算的问题。我直接运行test代码，最终打印的评价指标是下图这样，明显与实际不相符，我自己写的计算评价指标的函数也出现了问题，所以想请问您是如何计算F1，mIOU，OA，Pre和Recall等评价指标的呢，谢谢！

— Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you commented.Message ID: @.> — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you commented.Message ID: @.>