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Projects in Awesome Lists tagged with svm-classifier

A curated list of projects in awesome lists tagged with svm-classifier .

https://github.com/tatsuyah/vehicle-detection

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

computer-vision hog-features machine-learning self-driving-car sliding-windows svm svm-classifier udacity

Last synced: 15 Mar 2025

https://github.com/eloquentarduino/eloquentarduino

IO, scheduling, utils, machine learning... for Arduino

arduino-library machine-learning svm-classifier

Last synced: 10 Apr 2025

https://github.com/amineHorseman/facial-expression-recognition-svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

facial-expression-recognition fer2013 hog hog-features machine-learning python scikit-learn sklearn svm svm-classifier

Last synced: 14 Mar 2025

https://github.com/aminehorseman/facial-expression-recognition-svm

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

facial-expression-recognition fer2013 hog hog-features machine-learning python scikit-learn sklearn svm svm-classifier

Last synced: 09 Feb 2025

https://github.com/andreybicalho/ExtendedMorphologicalProfiles

Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles

emp extended-morphological-profiles hyperspectral-image-classification hyperspectral-imaging indianpines morphological-image-processing morphological-profiling remote-sensing svm svm-classifier

Last synced: 29 Mar 2025

https://github.com/anoopmsivadas/android-malware-detection

Android Malware Detection Using Machine Learning Classifiers ( Using Permissions requested by Apps)

androguard android-malware android-malware-detection dataset flask genetic-algorithm keras machine-learning neural-network security-tools svm-classifier

Last synced: 14 Mar 2025

https://github.com/mljs/svm

Support Vector Machine in Javascript

javascript support-vector-machine svm svm-classifier svm-model

Last synced: 21 Apr 2025

https://github.com/kaslanarian/pysvm

PySVM : A NumPy implementation of SVM based on SMO algorithm. Numpy构建SVM分类、回归与单分类，支持缓存机制与随机傅里叶特征

machine-learning one-class-svm python random-fourier-features svm svm-classifier svm-kernel svm-regressor

Last synced: 08 May 2025

https://github.com/cahya-wirawan/opentc

OpenTC is a text classification engine using several algorithms in machine learning

convolutional-neural-networks machine-learning svm-classifier tensorflow text-classification

Last synced: 11 Apr 2025

https://github.com/yoyolicoris/eva

A screaming vocal samples dataset.

dataset screaming svm-classifier vocal

Last synced: 07 May 2025

https://github.com/pprattis/image-analysis-for-segmentation-of-grayscale-image-

Matlab scripts that implement necessary algorithmic procedures to automatically color a black and white image. In particular, you need to develop code to perform some computing activities:

color-based-segmentation computer-science gabor-feature-extraction gabor-filters image-analysis image-processing lab-color matlab program segmentation slic-algorithm student superpixel-segmentation superpixels surf-feature-extraction surf-filters svm svm-classifier svm-learning

Last synced: 12 Apr 2025

https://github.com/mir-am/lighttwinsvm

LightTwinSVM Program - Simple and Fast Implementation of Standard TwinSVM Classifier

classification classifier clippdcd code implementation machine-learning pattern-recognition python svm-classifier twinsvm

Last synced: 12 Apr 2025

https://github.com/fdesjardins/surface-estimation-and-image-relighting

Illumination registration, surface estimation, and physically-based image relighting

computer-vision machine-learning opengl ray-tracing rendering svm-classifier

Last synced: 03 Apr 2025

https://github.com/vanditg/comp-sci-7314---introduction-to-statistical-machine-learning

This repository contains assignments solutions for one of my postgraduate subjects of COMP SCI 7314 - Introduction to Statistical Machine Learning. The programming language is Python.

classification google-colab jupyter-notebook machine-learning postgraduate-subjects python statistical-machine-learning support-vector-machines svm-classifier

Last synced: 04 Apr 2025

https://github.com/goutam1511/sign-language-recognition-using-scikit-learn-and-cnn

The project aims at building a machine learning model that will be able to classify the various hand gestures used for fingerspelling in sign language. In this user independent model, classification machine learning algorithms are trained using a set of image data and testing is done. Various machine learning algorithms are applied on the datasets, including Convolutional Neural Network (CNN).

artificial-intelligence artificial-neural-networks cnn cnn-classification cnn-for-visual-recognition image-recognition machine-learning python2 svm-classifier svm-learning svm-model

Last synced: 15 Dec 2024

https://github.com/amazingcoderpro/flight-delay-prediction

2018年全球程序员大赛参赛作品, 在给定的数据基础上,加上自己采集的飞机、天气等影响因子, 利用svm算法预测航班延误率.

airline data-analysis python svm svm-classifier svm-model

Last synced: 07 May 2025

https://github.com/docongminh/classification-sift-svm

Build a classifier to classify transport using sift and svm

bag-of-words classification gridsearchcv sift-algorithm sift-descriptors svm svm-classifier

Last synced: 28 Dec 2024

https://github.com/ekramasif/ai-lab-final-project

Improving News Classification Model Using Support Vector Machine and Naive Bayes

artificial-intelligence classification dataset naive-bayes-classifier news-classification nlp svm-classifier text-classification

Last synced: 12 Feb 2025

https://github.com/agungdwiprasetyo/image-pattern-recognition

Object detection on image using SVM (Support Vector Machine) and OpenCV

image-processing machine-learning opencv svm-classifier

Last synced: 12 Jun 2025

https://github.com/doctorado-ml/stree

Oblique Tree classifier based on SVM nodes

machine-learning oblique-decision-tree python svm svm-classifier

Last synced: 11 Feb 2025

https://github.com/bobld/pdfpigsvmregionclassifier

Proof of concept of a simple SVM Region Classifier using PdfPig and Accord.Net. The objective is to classify each text block in a pdf document page as either title, text, list, table and image.

accord-net csharp document-layout-analysis machine-learning pdf pdf-document pdfpig publaynet support-vector-machine svm svm-classifier svm-training

Last synced: 14 Apr 2025

https://github.com/bhattbhavesh91/svm-kernel-trick

To deal with non-linearly separable we use SVM's Kernel Trick which maps data to higher dimension!

kernel-trick rbf-kernel support-vector-machine svm svm-classifier svm-kernel

Last synced: 17 Apr 2025

https://github.com/aayushiahlawat/image-forgery-detection

System to detect Copy-Move forgery using Python and machine learning techniques

anaconda forgery image machine-learning python rsa-algorithm svm-classifier

Last synced: 15 Apr 2025

https://github.com/madeyoga/face-recognition

Train SVM & KNN model for face recognition with the help of "The world's simplest facial recognition api for Python and the command line"

face-recognition knearest-neighbor-classifier sklearn support-vector-machine svm svm-classifier

Last synced: 13 Feb 2025

https://github.com/daugaard/example-svm

Example of implementing Support Vector Machine (SVM) with RBF (Gaussian) kernel in Ruby using rb-libsvm. .

ruby rubyml svm svm-classifier

Last synced: 13 May 2025

https://github.com/qw3rtman/random-feature-maps

Fast Random Kernelized Features: Support Vector Machine Classification for High-Dimensional IDC Dataset

kernel-methods random-features support-vector-machine svm-classifier

Last synced: 14 Apr 2025

https://github.com/bhattbhavesh91/svm-c-gamma-hyperparameters-tutorial

In this video, I'll try to explain the hyperparameters C & Gamma in Support Vector Machine (SVM) in the simplest possible way.

hyperparameter-optimization hyperparameters svm svm-classifier svm-hyperparameters svm-kernel svm-model video

Last synced: 17 Apr 2025

https://github.com/warvito/integrating-multi-modal-neuroimaging

Integrating machining learning and multi-modal neuroimaging to detect schizophrenia at the level of the individual

multimodality neuroimage neuroimaging schizophrenia svm svm-classifier

Last synced: 23 Mar 2025

https://github.com/marcogarlet/sarscov2vec

NLP applied to extract information of actives compound against SARS-CoV-2 viral protease from large text corpora.

information-retrieval nlp svm-classifier word2vec

Last synced: 13 Feb 2025

https://github.com/pathak-ashutosh/drowsiness-detection

Detect if the driver is feeling drowsy and sound an alarm on doing so to wake him/her up.

computer-vision dlib drowsiness-detection eye-detection eye-tracking facial-landmarks hog opencv svm-classifier

Last synced: 23 Apr 2025

https://github.com/mrcolorr/svm_admm-distributed

Project to Solve a SVM fitting problem in MATLAB using a consensus distributed ADMM approach and CVX. Two SMW has been trained and tested on different datasets.

admm admm-algorithm bigdata cvx distributed-computing matlab optimization optimization-algorithms optimization-problem project svm svm-classifier svm-training

Last synced: 23 Jun 2025

https://github.com/auggen21/face-recognition

Face Recognition with HOG (Histogram of Gradients) and LDB (Local Difference Binary) features using SVM Classifier

dataset face-detection face-detector face-recognition face-verification histogram histogram-of-oriented-gradients hog image-processing ldb matlab prediction svm svm-classifier

Last synced: 15 Apr 2025

https://github.com/touero/iris-classification-based-svm-and-dt

基于支持向量机和决策树的鸢尾花分类

jupyter-notebook python svm-classifier

Last synced: 08 May 2025

https://github.com/krisharul26/defect-detection-in-air-pressure-system-aps-of-a-truck-using-ml

The dataset consists of data collected from heavy Scania trucks in everyday usage. The system in focus is the Air Pressure system (APS) which generates pressurised air that is utilized in various functions in a truck, such as braking and gear changes. The dataset’s positive class consists of component failures for a specific component of the APS system. The negative class consists of trucks with failures for components not related to the APS. So, I created a model where It can able to detect whether the APS is going to fail or Not.

confusion-matrix f1-score gridsearchcv hyperparameter-optimization knn-classification roc sampling-methods svm-classifier

Last synced: 23 Feb 2025

https://github.com/teelinsan/ironysarcasmdetection

This is the code's repository of the paper "A Kernel-based Approach for Irony and Sarcasm Detection in Italian" presented at IronITA @ Evalita2018

irony kelp kernel machine-learning natural-language-processing nlp nlp-machine-learning sarcasm sarcasm-detection svm svm-classifier

Last synced: 20 Jun 2025

https://github.com/peterqiu0516/mit-ml-autonomous-vehicle-workshop

An workshop on application of computer vision and machine learning to self-driving cars based on Python and ROS held at MIT.

cnn-classifier computer-vision opencv pid raspberry-pi ros self-driving-cars sklearn svm-classifier tensorflow

Last synced: 09 Mar 2025

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 26 Mar 2025

https://github.com/walidalsafadi/toxicity

The dataset includes 171 molecules designed for functional domains of a core clock protein, CRY1, responsible for generating circadian rhythm. 56 of the molecules are toxic and the rest are non-toxic.

exploratory-data-analysis genetic-algorithm jupyter python svm svm-classifier

Last synced: 16 Mar 2025

https://github.com/avestura/scikit-heart-disease-classifier

💚 A heart disease classifier using 4 SVM kernels and decision trees, with PCA, ROC, pruning, grid search cv, confusion matrix, and more

confusion-matrix cost-complexity-pruning decision-tree decision-tree-classifier grid-search-cross-validation linear-kernel one-hot-encoding pca poly-kernel pruning rbf-kernel roc sigmoid-kernel svm svm-classifier

Last synced: 03 Mar 2025

https://github.com/arya2004/credit-score-classification

Credit Score Classification in R using various algorithms

knn-classification random-forest svm-classifier

Last synced: 06 Apr 2025

https://github.com/vignesh1507/ai-medical-chatbot

This project is simply a symptom checker and i believe we tried to accomplish that successfully. This project can be scaled more and we are continuously working upon it.

artificial-intelligence decision-tree-classifier hacktoberfest hacktoberfest2024 nlp-machine-learning svm-classifier

Last synced: 14 Apr 2025

https://github.com/geekquad/facial-recognition-with-pca

Face Recognition Implementation using PCA, eigenfaces, and SVM

eigenfaces face-recognition gridsearchcv lfw-dataset pca sklearn svm-classifier

Last synced: 24 Feb 2025

https://github.com/tanaybhadula/phishing-website-detection

A web application to predicted whether a URL/Website is phishing or not by extracting its lexical features.

classification descision-tree flask machine-learning pandas phishing-detection python random-forest scikit-learn stacking-classifier svm-classifier xgboost

Last synced: 16 Mar 2025

https://github.com/frederickroman/signature_verifier

Signature verifier. It uses DCT to extract the signature's features and then classifies them using SVM.

dct image-classification image-processing matlab signal-processing signature-verification spectrogram svm svm-classifier

Last synced: 11 Jun 2025

https://github.com/riju18/bangladesh-seasonal-crop-prediction

Which crop is going to make a good production in some given season & has no risk in that season according to soil PH, fertilizer (N, P, K), cow dung, poultry manure etc. by analyzing data & applying machine learning algorithm.

data-science pandas python-3 svm-classifier

Last synced: 05 May 2025

https://github.com/ilias-ant/smo-from-scratch

Implementing Sequential Minimal Optimization algorithm from John C. Platt's 1998 paper.

optimization smo svm-classifier

Last synced: 15 Mar 2025

https://github.com/ali-el-badry/hcia-projects

Here will be projects of Machine Learning that is done by me in HCIA-AI course

algorithms aly-el-badry iris-dataset knn-classification machine-learning python svm-classifier

Last synced: 15 Feb 2025

https://github.com/melikaas/breast_cancer_prediction

build and evaluate Logistic Regression and SVM models to predict the diagnosis of breast cancer based on provided features

breast-cancer-classification breast-cancer-prediction breast-cancer-wisconsin classification logistic-regression machine-learning svm-classifier

Last synced: 15 Apr 2025

https://github.com/dark-data/breast-cancer-prediction

Over the past few decades, ML techniques have been widely used in intelligent healthcare systems, especially for breast cancer (BC) diagnosis and prognosis. Traditionally the diagnostic accuracy of a patient depends on a physician’s experience. however, this expertise is built up over many years of observations of different patient’s symptoms and confirmed diagnoses. ML techniques can take over some complex manual works from the physicians. Recently, ML techniques are playing a significant role in diagnosis of BC by applying classification techniques to identify people with BC, distinguish benign from malignant tumours and to predict weather the patient is affected or not. We focus on the neural network (NN), support vector machine (SVMs) and k-nearest neighbor (k-NNs) techniques in BC diagnosis.

breast-cancer-wisconsin ipynb-jupyter-notebook knn-classifier neural-networks svm-classifier

Last synced: 02 Mar 2025

https://github.com/ritwika-das-gupta/sports_celebrity_image_classification

In this Python code snippet, we will walk through the process of building a celebrity face recognition system using OpenCV (Open Source Computer Vision Library) and machine learning. The goal of this project is to detect and recognize faces of celebrities in images.

feature-engineering gridsearchcv numpy opencv pandas python svm-classifier tkinter wavelet-transform

Last synced: 18 Mar 2025

https://github.com/souvikmajumder26/ieee-ecg-ensemble-xgboost

👨‍💻 Developed AI Models - Ensemble of Random Forest & SVM and XGBoost classifiers to classify five types of Arrhythmic Heartbeats from ECG signals - published by IEEE.

data-science ensemble-classifier ensemble-learning ensemble-machine-learning ensemble-model machine-learning matplotlib numpy pandas python python3 random-forest scikit-learn scikit-learn-python scikitlearn-machine-learning support-vector-machine svm svm-classifier svm-model xgboost

Last synced: 29 Mar 2025

https://github.com/dhi13man/cv-handgesturecontrol

A Python based project to train a Machine Learning model to detect different hand shapes in real time with multi-threading, using Computer Vision, to control the PC.

computer-vision deep-learning hand-gestures knn-model logistic-regression machine-learning predictions random-forest svm-classifier

Last synced: 21 Mar 2025

https://github.com/subhangisati/machine-learning

This consists of various machine learning algorithms like Linear regression, logistic regression, SVM, Decision tree, kNN etc. This will provide you basic knowledge of Machine learning algorithms using python. You'll learn PyTorch, pandas, numpy, matplotlib, seaborn, and various libraries.

artificial-intelligence classification data-science decision-trees knn-classification knn-model linear-regression logistic-regression machine-learning machine-learning-algorithms python regression-algorithms regression-models scikit-learn-python scikitlearn-machine-learning svm-classifier

Last synced: 21 Feb 2025

https://github.com/moindalvs/svm_hyperparameter_tuning_kernel_tricks

Effect of Gamma values and C values visualization on dataset and errors/misclassification

data-science gamma hyperparameter-tuning kernel regularization sklearn svm-classifier svm-kernel visualization

Last synced: 11 Mar 2025

https://github.com/ikram-maulana/sentiment-analysis-simulation

😊😐😠 A Next.js website that serves as a tool to simulate the sentiment and aspect classification process using the Support Vector Machine (SVM) algorithm

classification nextjs reactjs sentiment-analysis support-vector-machine svm-classifier

Last synced: 26 Feb 2025

https://github.com/nishant2018/svm---scratch

Support Vector Machine (SVM) is a supervised machine learning algorithm commonly used for classification and regression tasks. It works by finding the hyperplane that best separates the data into different classes.

machine-learning-algorithms svm-classifier

Last synced: 26 Feb 2025

https://github.com/rakibhhridoy/webappclassifierstreamlit-python

Machine Learning Training and Testing in Web App. It provide good learning interface for experimenting with different hyper parameter tuning and compare different algorithms with each other without writing code repeatedly.

classification hyperparameter-optimization hyperparameter-tuning logistic-regression machine-learning python random-forest streamlit support-vector-machines svm-classifier webapp

Last synced: 14 May 2025

https://github.com/aflucas-uom/classification-of-lung-respiratory-sounds

This project is focused on the automated classification of lung sounds using machine learning techniques, aimed at improving the diagnosis of pulmonary diseases such as asthma, pneumonia, and COPD.

ann classification cnn-classification lung-disease-classifiers ml rf svm-classifier

Last synced: 20 Dec 2024