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landmark相关问题? about centermulti HOT 11 CLOSED

bleakie avatar bleakie commented on June 16, 2024
landmark相关问题?

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Comments (11)

bleakie avatar bleakie commented on June 16, 2024

1.按照我训练的结果和centerface和retinaface比较过,我的都更准
2.relu6可以替换成relu,结果差距不大

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SyGoing avatar SyGoing commented on June 16, 2024

谢谢回复,我这边只是用centernet训练了几个版本不带关键点 检测率也比原始centerface

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bleakie avatar bleakie commented on June 16, 2024

关键点加进去就相当于multipose,会对检出率有帮助

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SyGoing avatar SyGoing commented on June 16, 2024

只是说这个时候的关键点不再是人体的而是人脸的 看了下改动也不大,。对于单纯检测我直接voc格式的 因为如果有新任务可以标注直接训练的

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byh1990 avatar byh1990 commented on June 16, 2024

谢谢回复,我这边只是用centernet训练了几个版本不带关键点 检测率也比原始centerface

你这边训练的结果超过了官方的指标么?指标咋样啊?我们这边的指标才76%,还在调整的过程中,能加你个联系方式么?我的邮箱[email protected],能不能发一个联系方式呢?直接在上面弄手机号不太好吧

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bleakie avatar bleakie commented on June 16, 2024

没有测试具体指标,因为widerface里面有一些人脸质量不适合人脸识别,所以过滤掉了,很难做统一的评价

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byh1990 avatar byh1990 commented on June 16, 2024

没有测试具体指标,因为widerface里面有一些人脸质量不适合人脸识别,所以过滤掉了,很难做统一的评价

相当的给力啊,像你这样的大牛学习啊,只能怨自己太菜了,你的工作很有意义,优秀皆开源,在下佩服

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byh1990 avatar byh1990 commented on June 16, 2024

CenterMulti: 人脸检测+landmark可参考CenterMulti,效果更好,而且支持landmark的confidence
1.怎么给landmark增加confidence的训练?
2.在centermulti里面可以参考哪一个backbone?能输出confidence的是哪一个?

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bleakie avatar bleakie commented on June 16, 2024

1.landmark可以理解为姿态估计的每个关键点,参见multi_pose.py def show_results(self, debugger, image, results)
2.所有backbone都可以输出conference

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Devincool avatar Devincool commented on June 16, 2024

请问landmark能像openpose那样输出每个点的置信度么

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bleakie avatar bleakie commented on June 16, 2024

sure

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