资源列表
kalman-peopledetection
- 使用kalman滤波实现动态行人检测与跟踪-dynamic people detection using kalman filter
《机器学习算法原理与编程实践》_
- 机器学习算法原理与编程实践，书中含有每个编程实践的源代码。(Machine learning algorithms and practices)
CLDA
- Latent Dirichlet Allocation程序，基于EM算法。能得到alpha和beta参数-Latent Dirichlet Allocation program, based on the EM algorithm. Alpha and beta parameters can be derived
knn
- KNN算法的matlab实现，适合算法初学者，可加深对其的理解(Matlab implementation of KNN algorithm)
rlsb
- 人脸识别系统的VC++源码，经调试通过，准确率不错-face recognition system
Fontracognition
- 此程序是，关于字体是别的一个简单程序。虽然不是很完美，但还可以用。希望感兴趣的朋友下载，并给个建议。-This procedure is, on the other fonts is a simple procedure. Although not perfect, but it can also be used. Hope that interested friends to download, and give some suggestions.
OpenPR
- 模式识别相关代码，供模式识别的人研究使用。-some code for pattern recognition and machine learning.
AIalgorithm
- 人工智能算法文档：包括专家系统，模糊匹配算法，搜索算法等-including Searching Algorithm，Practical Fast Searching in Strings
Pattern_recognition_with_neural_networks_in_C.pdf.
- 本资料为神经网络模式识别及其应用的中文版，其中，介绍了模式识别方面的基础知识，以及神经网络的应用，并且给出了C++代码的实现。非常适合入门。-This information and the application of neural network pattern recognition of the Chinese version, which introduced the basic knowledge of pattern recognition and neural network a
fet
- 用遗传算法写的软件,非常有用! 值得大家一看!-using genetic algorithms to write the software, very useful! Worth a look!
cifar10inspect
- 采用卷积神经网络在cifar-10图像库上进行的分类训练。效果非常好。-Convolution using trained neural network classification on cifar-10' s image library. The effect is very good.
Neural-Network-Algorithm
- 一个基于神经网络的手写识别程序，使用的多种结构的神经网络并对它们的识别能力进行了比较。-this is a simply instance of Neural Network based Writing Recognition program, in which 5 different strcture of networks has been used to compare there recognition capability.