资源列表
PCA2D
- Matlab 平台对二维图像PCA处理，可作为图像数据的预处理。(PCA processing of two dimensional image on Matlab platform)
face-Adaboost
- 用Adaboost和PCA算法实现人脸识别，用Python写的代码，根据经典的PCA和SVM算法改编(Adaboost and PCA algorithm for face recognition, code written in Python, adapted from the classic PCA and SVM algorithm)
train the random forest
- train the random forest classifier for digital processing
分类
- 图像分类，输出迭代学习次数与正确率的图像(Image classification, the output of iterative learning times and the correct rate of image)
KNN人脸识别
- 使用KNN算法实现的人脸识别程序，KNN是机器学习里的K最近邻算法。(face recognition of KNN using python)
spam_email
- 利用BP神经网络对邮件分类，2分类，实现反向传播算法细节，非直接函数调用(BP neural network is used to classify mail, 2 classifications, to implement the details of backpropagation algorithm, non direct function call.)
BarcodeReaderDemo
- 条形二维码检测,可以检测常见的一维条形码编码类型和二维码编码类型。(The bar - two-dimensional code detection can detect the common one - dimensional barcode encoding type and the two-dimensional code coding type.)
MainForm
- 运用模块化方法进行面部识别，具有较为优秀的识别效率及结果(The use of modularization method for facial recognition has excellent recognition efficiency and results)
circle_houghpeaks
- 路标识别，模式识别大作业，圆形检测二；function peaks = circle_houghpeaks(h, radii, varargin)(The road sign recognition, pattern recognition operations, circle detection; function peaks = circle_houghpeaks(h, radii, varargin))
shishizhuizong
- 实时人脸识别与追踪，主要运用了Matlab计算机视觉工具箱，维奥拉-琼斯算法，KTL算法。 直接运行代码会出现”错误使用webcam，尚未安装MATLAB Support Package for USB Webcams。打开Support Package Installer即可安装Webcam Support Package”这个错误。(Real time face recognition and tracking mainly use Matlab Computer Vision Too
input_data
- mnist数据集的导入文件，官网上有可能进不去(def maybe_download(filename, work_directory): """Download the data from Yann's website, unless it's already here.""")
cpsb1
- 对输入车牌图像进行车牌识别，通过模板匹配进行识别。(License Plate Recognition)