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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: 27 Oct 2024

https://github.com/eloquentarduino/eloquentarduino

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

arduino-library machine-learning svm-classifier

Last synced: 18 Dec 2024

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: 25 Oct 2024

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: 10 Oct 2024

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: 31 Oct 2024

https://github.com/mljs/svm

Support Vector Machine in Javascript

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

Last synced: 09 Nov 2024

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: 18 Nov 2024

https://github.com/yoyololicon/eva

A screaming vocal samples dataset.

dataset screaming svm-classifier vocal

Last synced: 23 Oct 2024

https://github.com/peteprattis/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: 17 Nov 2024

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: 05 Nov 2024

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/doctorado-ml/stree

Oblique Tree classifier based on SVM nodes

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

Last synced: 11 Oct 2024

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: 15 Oct 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: 11 Oct 2024

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: 16 Nov 2024

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: 18 Nov 2024

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: 16 Nov 2024

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: 11 Oct 2024

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: 15 Oct 2024

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: 28 Oct 2024

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: 16 Nov 2024

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: 11 Oct 2024

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: 16 Nov 2024

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: 14 Nov 2024

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: 16 Nov 2024

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: 08 Nov 2024

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: 11 Oct 2024

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: 08 Nov 2024

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: 08 Nov 2024

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: 10 Nov 2024

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: 09 Nov 2024

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: 30 Oct 2024

https://github.com/bijoy-sust/binary-text-classification--doc2vec-svm

A Python implementation of a binary text classifier using Doc2Vec and SVM.

binary-classification doc2vec-model python-implementation svm-classifier text-classification

Last synced: 25 Nov 2024

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

Credit Score Classification in R using various algorithms

knn-classification random-forest svm-classifier

Last synced: 13 Nov 2024

https://github.com/shishirjindal/malicious-browser-extension-detection

Using this model we can detect whether the extension is malicious or not

malicious-extensions svm-classifier

Last synced: 10 Nov 2024

https://github.com/prbpedro/tcc_puc

Trabalho de Conclusão de Curso da Pós-graduação Lato Sensu em Ciência de Dados e Big Data - PUCMG

classification decision-tree-classifier logistic-regression machine-learning python scraping sklearn svm-classifier

Last synced: 20 Nov 2024

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: 27 Nov 2024

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: 21 Nov 2024

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: 06 Nov 2024

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: 13 Nov 2024

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: 14 Nov 2024

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: 10 Nov 2024

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

https://github.com/varadbhogayata/sentence-classifier

The problem deals with classifying sentences into 5 categories

gridsearchcv preprocessing sentence-classification svm-classifier

Last synced: 06 Nov 2024

https://github.com/bijoy-sust/binary-text-classification--word2vec-svm

A Python implementation of a binary text classifier using Word2Vec and SVM.

binary-classification python-implementation svm-classifier text-classification word2vec-model

Last synced: 25 Nov 2024

https://github.com/franciscoda/psvm

R package and C++ library that allows training SVM models in a GPU using CUDA and predicting out-of-sample data. A support vector machine (SVM) is a type of machine learning model that is trained using supervised data to classify samples.

cpp cpp17 cuda machine-learning r svm-classifier svm-training

Last synced: 29 Nov 2024

https://github.com/yoyololicon/ml_hw3

My implementation of homework 3 for the Machine Learning class in NCTU (course number 5088).

automatic-relevance-determination gaussian-mixture-models gaussian-processes k-means-clustering kernel-methods linear-discriminant-analysis svm-classifier

Last synced: 06 Oct 2024

https://github.com/yoyolicoris/ml_hw3

My implementation of homework 3 for the Machine Learning class in NCTU (course number 5088).

automatic-relevance-determination gaussian-mixture-models gaussian-processes k-means-clustering kernel-methods linear-discriminant-analysis svm-classifier

Last synced: 15 Dec 2024

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: 17 Nov 2024

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: 17 Nov 2024

https://github.com/aahouzi/simple_document_classification_from_scratch

Simple Document Classification using Multi Class Logistic Regression & SVM Soft Margin from scratch

logistic-regression momentum-optimization-algorithm natural-language-processing optimization python svm-classifier

Last synced: 05 Nov 2024

https://github.com/yash-rewalia/airline-passeneger-recommendations-classification

The primary objective is to deploy a robust classifier model that accurately predicts user recommendations, empowering airlines to strategize effectively, understand user behavior, optimize services, and align business strategies with financial objectives.

decsion-tree hypothesis-testing knn machine-learning numpy pandas python random-forest-classifier svm-classifier

Last synced: 13 Nov 2024

https://github.com/xueeinstein/it-shoes

It, shoes? It's a demo project to use both traditional computer vision methods and deep learning to detect and recognize shoes based on shoes7k dataset

hog-features lbp-features object-detection svm-classifier

Last synced: 06 Nov 2024

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: 30 Nov 2024

https://github.com/anujdutt9/fashion-mnist

Fashion Products Recognition using Machine Learning.

fashion-mnist knn-classification machine-learning python35 rfc svm-classifier

Last synced: 13 Nov 2024

https://github.com/ghazaleze/investigate_classifiers

The point is to investigate three types of classifiers (linear classifier with feature selection, linear classifier without feature selection, and a non-linear classifier) in a setting where precision and interpretability may matter.

feature-selection l2-regularization large-scale lasso-regression machine-learning random-forest-classifier support-vector-machine svm-classifier

Last synced: 09 Nov 2024

https://github.com/abhinavsharma07/fraud_analytics-credit_card_fraud_detection

The aim of this project is to predict fraudulent credit card transactions with the help of different machine learning models.

banking data-analysis decision-trees hyperparameter-optimization machine-learning-algorithms pipelines random-forest-classifier svm-classifier xgboost-classifier

Last synced: 12 Nov 2024

https://github.com/hafeez-urrehman/diabeties-prediction

This project focuses on predicting the likelihood of diabetes in individuals based on various health metrics using a Support Vector Machine.

artificial-intelligence data-science deployment machine-learning prediction streamlit svm-classifier

Last synced: 21 Dec 2024

https://github.com/krisharul26/password-strength-prediction-deployment

This repository, focus on password strength prediction. I have created an SVM model to classify whether password strength or medium or weak. After training the model, It has deployed on the Heroku platform.

accuracy-metrics logistic-regression-classifier machine-learning python roc-curve svm-classifier xgboost-algorithm

Last synced: 09 Nov 2024