Wang-Yujue/VideoProcessing

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1
Language
Python
Created almost 5 years ago
Updated over 4 years ago

Wang-Yujue/VideoProcessing

Wang-Yujue

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Machine-Learning

Major Machine Learning algorithms and eveluation methods (Linear Regression, Logistic Regression, Multi-class Classification, Neural Networks, Regularized Linear Regression, SVM, K-means, PCA)

Digital-Signal-Processing

DFT, DTFT, FIR IIR Filter Design, (Non-)parametric Spectrum Estimation, Localization of Acoustical Sources

Convolutional-Neural-Networks

Deep convolutional networks, Object detection, Neural style transfer, Face recognition

Jupyter Notebook

Intro-to-Data-Science

Data Science Detailed Pandas Application, Hypothesis Testing

Jupyter Notebook

Data-Processing-Using-Python

Mersenne Prime, Film rating analysis

Applied-Machine-Learning

Major Supervised\Unsupervised Machine Learning algorithms and Evaluation methods implemented by scikit-learn

Computer-Vision

Bayer Interpolation, Projective Trans, Image Filter and Edge Detection, Image Pyramids and Sharpen, PCA, Harris Detector, Image Stitch, Fundamental Matrix, Bag-of-Words, Multilayer Perceptron

Statistical-Machine-Learning

Expectation Maximization, (Non-)parametric Density Estimation, Linear Regression, Linear Classification, PCA, SVM, Neural Networks, Gaussian Processes