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  • 👋 Hi, I’m @MAhaitao999
  • 👀 I’m interested in Computer Vision, Auto Driving, High Performance Computing ...
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Henry Ma's Projects

csapp icon csapp

深入理解计算机系统读书笔记

darknet2onnx icon darknet2onnx

将常见的darknet模型转成通用的ONNX格式, 以方便后续转TensorRT进行加速

dw2tf icon dw2tf

Darknet Weights to TensorFlow

jetson-inference icon jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

libtorch-inference icon libtorch-inference

用C++版本的PyTorch实现深度学习模型的推理, 其中图片的读取和前处理使用到了C++版本的OpenCV

mtcnn-align-facenet-deployment icon mtcnn-align-facenet-deployment

本项目是利用mtcnn网络和facenet网络实现了一个简单的人脸识别功能。整体流程大致如下:首先利用mtcnn网络进行人脸检测和人脸关键点(5个)提取;接着利用人脸关键点进行人脸校正(仿射变换);然后将校正之后的人脸图片送入facenet网络进行人脸特征(128维)提取;最后将提取到的人脸特征与底库中的人脸特征进行相似度计算(特征比对),完成人脸识别功能。

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