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facedetectandrecognition-dlib-python3.6
说明: 机器学习专门研究计算机怎样模拟或实现人类的学习行为,以获取新的知识或技 能,为包括人脸识别领域的人工智能的发展做出了极大的贡献。本文探索如何应用机器学习中的一些技术,使计算机更好地完成人脸识别领域中的人脸检测和人脸验证。
在人脸检测方面,针对如何快速、准确地检出人脸的问题,基于DLIB中特征模型,可以快速提取检测出人脸,并且提取出人脸特征点,主要作用就是快速检测定位人脸。在训练过程中,引入了ResNet机器学习算法,该算法采用多层卷积神经网络结构,对人脸进行多层特征提取和描述,得到人脸特征描述符。通过测试可以证实了上述方法能够检测和识别人脸。(In terms of face detection, for the problem of how to detect faces quickly and accurately, based on the feature model in DLIB, you can quickly extract and detect faces, and extract face feature points, the main role is to quickly detect and locate faces. In the training process, the VGG-FACE machine learning algorithm is introduced. This algorithm uses a multi-layer convolutional neural network structure to perform multi-layer feature extraction and description on the face to obtain the face feature descriptor. Tests can confirm that the above method can detect and recognize human faces.)
- 2020-05-06 14:33:08下载
- 积分:1
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基于BP网络的印刷体数字识别
说明: 基于BP网络的印刷体数字识别技术的完整案例,对图像处理及其BP神经网络付有完整的程序,并可以允许,同时还附有大量的测试图片(Digit recognition technology integrity cases, right image processing and neural network BP to pay the full process and allows, but also with a large number of test pictures)
- 2005-12-31 15:22:27下载
- 积分:1
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brisk
说明: 利用brisk算法对两张图片进行特征检测,并且实现图像拼接。(The brisk algorithm is used to detect the features of the two images and realize the image mosaic.)
- 2020-07-04 18:14:58下载
- 积分:1
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fawltunique
自己编写的粒子群优化算法,以计算一个函数的值作为测试,达到了良好的精度(The particle swarm optimization algorithm written by ourselves is designed to calculate the value of a function as a test, and good precision is achieved.)
- 2018-09-05 23:02:58下载
- 积分:1
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MyEarth
旋转的地球,有光照,贴图,放大缩小……
左击旋转,右击放大缩小(whirl of the Earth)
- 2009-10-25 15:27:47下载
- 积分:1
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MPD++
NASA开源的匹配追踪分解算法,用于信号分解以及特征提取。(Matching Pursuit Decomposition is a powerful and effective iterative algorithm for signal decomposition and feature extraction. Matching Pursuit Decomposition decomposes any signal into linear combinations of its dictionary elements or atoms.)
- 2019-03-01 15:08:05下载
- 积分:1
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ransac
说明: sift特征提取,ransac剔除匹配点进行优化,实现图像拼接。(SIFT feature extraction, RANSAC eliminate matching points for optimization, to achieve image mosaic.)
- 2020-07-04 18:03:06下载
- 积分:1
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Skeleton
数学形态学应用二值图像边界细化,以及二值图像骨骼化( Application of mathematical morphology refined binary image border, as well as binary image skeletonization )
- 2009-06-14 18:12:56下载
- 积分:1
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SGM
半全局立体匹配算法(SGM)的实现,已封装成类(SGM.cpp,SGM.h),内含有使用例程。(Semiglobal stereo matching algorithm (SGM) implementation has been packaged as such (SGM.cpp, SGM.h), using routines contained within.)
- 2016-06-23 09:52:15下载
- 积分:1
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RANSAC_plane
说明: 平面拟合,RANSAC拟合方法,关于平面重构,画示意图,计算法向量(Plane Fitting and RANSAC Fitting Method)
- 2019-02-28 09:41:58下载
- 积分:1