olivetti-dataset

There are 0 repository under olivetti-dataset topic.

TanyaChutani / VAE-TF2.0
Implementation of Variational Auto-Encoder with TensorFlow 2.0
tensorflow vae variational-autoencoder mnist olivetti-dataset keras
Language:Jupyter Notebook 8
essanhaji / face_recognition_pca
Face recognition using PCA and some machine learning algorithm on Olivetti dataset.
principal-component-analysis python-3 pandas-dataframe numpy olivetti-dataset scikit-learn machine-learning matplotlib
Language:Jupyter Notebook 6
0gaurav / pca_face_classification
The aim of this project is to classify the faces. Olivetti Faces dataset has been used. In this dataset there are ten different images of each of 40 distinct subjects. For some subjects, the images were taken at different times, varying the lighting, facial expressions (open / closed eyes, smiling / not smiling) and facial details (glasses / no glasses). All the images were taken against a dark homogeneous background with the subjects in an upright, frontal position (with tolerance for some side movement). The “target” for this database is an integer from 0 to 39 indicating the identity of the person pictured. Each of the sample images needs to be classified in the classes ranging from 0 to 39. PCA has been applied to reduce the dimensionality. Then various classification and regression techniques are used with and without using PCA and the accuracy and time taken by the algorithms are recorded. Algorithms used: SVM, KNN, logistic regression, neural networks, linear regression and random forests.
pca face-classifier olivetti-dataset matplotlib-pyplot model-selection tensorflow svm one-hot-encoding face-recognition knn-classification linear-regression logistic-regression time comments python machine-learning-algorithms machine-learning data-science
Language:Jupyter Notebook 1
FrozenWolf-Cyber / Face-Recognition
Training Siamese model to create a one-shot neural network model using Face-Net and MTCNN as the backbone. Yolov5 and OpenCV is used alongside to classify faces in the webcam feed
yolov5 face-recognition face-net inception-resnet pytorch mtcnn-face-detection siamese-neural-network olivetti-dataset
Language:Jupyter Notebook 1
A-shukla12 / FacialGlasses-Recognition
Implemented SVC on the Olivetti dataset to predict if a person is wearing glasses or not by using cross-validation techniques in depth.
svc crossvalidation kernels olivetti-dataset eda datamodeling evaluation-metrics
Language:Python 0
IRoyalX / PCA
UNI S3: PCA training on OLLVETTI-FACES dataset / image size reduction.
face-recognition image-processing linear-algebra linear-regression machine-learning olivetti-dataset pca python size-reduction training
Language:Jupyter Notebook 0
kuntala-c / Face-Recognition-using-Unsupervised-Semi-supervised-ML
Face Recognition Algorithm using Unsupervised and Semi-supervised techniques
sklearn skimage pca kmeans-clustering unsupervised-machine-learning semisupervised-learning silhouette-score pipeline homogeneity olivetti-dataset face-recognition python clusterval gridsearchcv
Language:Jupyter Notebook 0
mohammadnabia / Olivetti-faces-Logistic-Regression-PCA-SVM
Classification of images (face images in Olivetti faces data set) using Logistic Regression and dimension reduction with PCA.
covariance face-recognition linear-models olivetti-dataset pca svm
Language:Jupyter Notebook 0
nafisa-samia / Face-Recognition-using-Unsupervised-Semi-supervised-ML
Face Recognition Algorithm using Unsupervised and Semi-supervised techniques using Olivetti faces dataset
python pipeline sklearn pca face-recognition kmeans-clustering unsupervised-machine-learning skimage gridsearchcv semi-supervised-learning homogeneity olivetti-dataset silhouette-score clusterval
Language:Jupyter Notebook 0
abhigyan02 / FaceRecognition
Face recognition algorithm
logistic-regression naive-bayes-classifier pca svm-classifier cross-validation machine-learning-algorithms olivetti-dataset
Language:Python
mehargupta98 / pca-olivetti-images
classification olivetti-dataset principal-component-analysis random-forest
Language:Jupyter Notebook
SatyamOzaR / Olivetti-data-face-regeneration
Contains face completion using Linear Regression on olivetti face dataset
face-regenration olivetti-dataset linear-regression google-colab-notebook
Language:Jupyter Notebook

olivetti-dataset

TanyaChutani / VAE-TF2.0

essanhaji / face_recognition_pca

0gaurav / pca_face_classification

FrozenWolf-Cyber / Face-Recognition

A-shukla12 / FacialGlasses-Recognition

IRoyalX / PCA

kuntala-c / Face-Recognition-using-Unsupervised-Semi-supervised-ML

mohammadnabia / Olivetti-faces-Logistic-Regression-PCA-SVM

nafisa-samia / Face-Recognition-using-Unsupervised-Semi-supervised-ML

abhigyan02 / FaceRecognition

mehargupta98 / pca-olivetti-images

SatyamOzaR / Olivetti-data-face-regeneration