
人脸算法
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人脸检测、人脸属性算法灯
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【人脸检测】windows安装人脸检测包Dlib
1.python3.6版本安装python -m pip install https://files.pythonhosted.org/packages/0e/ce/f8a3cff33ac03a8219768f0694c5d703c8e037e6aba2e865f9bae22ed63c/dlib-19.8.1-cp36-cp36m-win_amd64.whl#sha256=794994fa2c54e7776659fddb148363a5556468a6d5d46be8dad311722d54bfc.原创 2020-11-19 10:18:57 · 355 阅读 · 0 评论 -
【人脸识别】arcface-pytorch代码解析
参考:https://github.com/ronghuaiyang/arcface-pytorch1.代码结构目录结构如下:配置信息:包含许多训练或者测试的一些信息配置,比如backbone选用的模型结构等;数据读取:里面是一个pytorch的Dataloder,我们可以自定义,其中__getitem__用于迭代时输出图像与label数据对;模型:这里面含有backbone结构,loss损失函数等结构;脚本:这里面放了一些其他的用于后续处理的脚本。test:测试原创 2022-05-04 16:55:29 · 5533 阅读 · 14 评论 -
【人脸检测】复现Pytorch_Retinaface(Pytorch版本)
https://github.com/biubug6/Pytorch_Retinaface0.环境ubuntu16.04python3.6cuda9.0torch==1.1.0ipython1.准备数据与模型(1)准备数据原始数据:train+val+testhttp://shuoyang1213.me/WIDERFACE/WiderFace_Results.html标签数据:https://pan.baidu.com/s/1Laby0EctfuJGgGMgRRgykA.原创 2020-11-02 14:22:10 · 3531 阅读 · 31 评论 -
【人脸属性】age-gender-estimation复现
参考:https://github.com/yu4u/age-gender-estimation0.环境ubuntu16.04python3.6cuda9.0tensorflow==1.12.0absl-py==0.11.0albumentations==0.5.2antlr4-python3-runtime==4.8astor==0.8.1cached-property==1.5.2cmake==3.18.4.post1cycler==0.10.0dataclasse原创 2020-12-11 18:07:54 · 789 阅读 · 1 评论 -
【人脸属性】SSR-Net复现步骤
参考:https://github.com/shamangary/SSR-Net0.环境ubuntu16.04cuda9.0keras==2.2.4pandasscipytensorflow-gpu==1.12.0scikit-learnmatplotlibmoviepyopencv-python==4.1.0.25pydot-ng graphvizpydot==1.2.3apt-get install graphviz1.数据准备直接下载对应的.原创 2020-12-11 13:53:04 · 807 阅读 · 4 评论 -
【人脸检测】SRN测试与评估复现
1.修改cd SRN/srn/extensions/vim _nms/build.pyfrom torch.utils.ffi import create_extensionto:from torch.utils.cpp_extension import BuildExtensionffi = create_extension( '_ext.nms', headers=headers, sources=sources, define_macros=d...原创 2020-12-01 10:24:45 · 618 阅读 · 0 评论 -
【人脸属性】Age-Gender-Estimate-TF复现步骤
https://github.com/BoyuanJiang/Age-Gender-Estimate-TF0.环境ubuntu16.04python3.6tensorflow==1.10.0dlib==19.8.1opencv-python==4.1.0.25matplotlib==3.3.1imutils==0.4.3numpy==1.19.2pandas==1.1.2原创 2020-12-11 11:11:13 · 438 阅读 · 2 评论 -
【人脸检测】复现官方RetinaFace
https://github.com/deepinsight/insightface/tree/master/RetinaFace0.环境mxnet-cu90 @ file:mxnet_cu90-1.2.0-py2.py3-none-manylinux1_x86_64.whlCython==0.29.21easydict==1.9numpy==1.14.6opencv-python==4.4.0.44环境配置步骤:git clone https://github.com/dee原创 2020-10-31 15:10:08 · 650 阅读 · 0 评论 -
【人脸检测】试用python版本Dlib人脸检测、关键点、对齐、识别
主要参考两篇:https://blog.youkuaiyun.com/liuxiao214/article/details/83411820https://www.jianshu.com/p/577af31ced740.环境windowspython3.6Dlibnumpy==1.14.5globopencv-python==3.4.3.18安装Dlib参考:https://blog.youkuaiyun.com/qq_35975447/article/details/1098027870.1原创 2020-11-20 12:00:16 · 1701 阅读 · 0 评论 -
【人脸检测】 Tinaface复现(数据集准备、测试与评估)
参考TinaFace: Strong but Simple Baseline for Face Detectionhttps://github.com/Media-Smart/vedadet0.环境ubuntu16.04python3.6torch==1.1.0cd vedadetpython setup.py develop1.准备1.1 准备模型https://drive.google.com/u/0/uc?id=1zU738coEVDBkLBUa4hv.原创 2020-12-03 12:54:36 · 2553 阅读 · 31 评论 -
【人脸检测】Tencent之FaceDetection-DSFD测试与评估复现
参考https://paperswithcode.com/paper/dsfd-dual-shot-face-detectorhttps://github.com/Tencent/FaceDetection-DSFD0.环境原创 2020-12-01 13:57:23 · 1522 阅读 · 8 评论