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The Top 23 Matlab Svm Open Source Projects

Open source projects categorized as Matlab Svm
Voc Dpm ⭐ 539
Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.
most recent commit 7 years ago
Exemplarsvm ⭐ 407
Ensemble of Exemplar-SVMs for Object Detection and Beyond
most recent commit 8 years ago
Ml Course ⭐ 168
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
most recent commit 3 months ago
Machinelearningex ⭐ 159
Coursera上斯坦福大学的机器学习编程作业——Andrew Ng
most recent commit 7 years ago
Matlabsamples ⭐ 58
🧐 Matlab Samples 👽 keep updating
most recent commit a year ago
Face Liveness Detection ⭐ 53
Face Liveness Detection in C++ and MATLAB.
most recent commit 3 years ago
11k Hands ⭐ 52
Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.
most recent commit a year ago
Incremental Svm Learning In Matlab ⭐ 50
This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kernel parameter perturbation presented in "SVM Incremental Learning, Adaptation, and Optimization" by Christopher Diehl and Gert Cauwenberghs.
most recent commit 13 years ago
Kaggle Eeg ⭐ 49
Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
most recent commit 4 years ago
Hog Pedestrian Detector ⭐ 46
MATLAB implementation of a basic HOG + SVM pedestrian detector.
most recent commit 2 years ago
Liquidsvm ⭐ 45
Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-s
dependent packages 3total releases 8most recent commit 4 years ago
Oc_svm ⭐ 43
One-Class SVM implementations for temporal segmentation of human activities
most recent commit 10 years ago
Imageretrieval ⭐ 41
Content Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)
most recent commit 5 years ago
Patternrecognition_matlab ⭐ 39
Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixt
most recent commit 3 years ago
Hyperspectral Image Target Detection Based On Sparse Representation ⭐ 36
Hyperspectral image Target Detection based on Sparse Representation
most recent commit 6 years ago
Glcm Svm ⭐ 35
提取图像的灰度共生矩阵（GLCM），根据GLCM求解图像的概率特征，利用特征训练SVM分类器，对目标
most recent commit 5 years ago
Facerecognition ⭐ 31
Face recognition written in MATLAB. This code implements Fisher's Discriminant Analysis and SVMs using LIBSVM.
most recent commit 10 years ago
Action_recognition ⭐ 30
Action Recognition & Categories via Spatial-Temporal Features
most recent commit 7 years ago
Bci_toolbox ⭐ 29
Classification toolbox for ERP and SSVEP based BCI data
most recent commit 3 years ago
Audio_steganalysis_ml ⭐ 27
Audio steganalysis based on traditional handcrafted features design.
most recent commit 5 years ago
Binorg_decoding ⭐ 27
Bin-Organized Decoding (edit Bae&Luck, 2018).
most recent commit 3 years ago
Gdlibrary ⭐ 27
Matlab library for gradient descent algorithms: Version 1.0.1
most recent commit 6 years ago
Dspkm ⭐ 26
This is the page for the book Digital Signal Processing with Kernel Methods.
most recent commit 7 years ago
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