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olivetti-dataset

Here are 13 public repositories matching this topic...

TanyaChutani / VAE-TF2.0

Implementation of Variational Auto-Encoder with TensorFlow 2.0

tensorflow keras mnist vae variational-autoencoder olivetti-dataset

Updated May 15, 2020
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essanhaji / face_recognition_pca

Face recognition using PCA and some machine learning algorithm on Olivetti dataset.

machine-learning numpy pandas-dataframe scikit-learn matplotlib python-3 principal-component-analysis olivetti-dataset

Updated Jul 6, 2023
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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 …

python data-science machine-learning time tensorflow svm linear-regression machine-learning-algorithms model-selection pca logistic-regression face-recognition comments knn-classification face-classifier matplotlib-pyplot one-hot-encoding olivetti-dataset

Updated Nov 26, 2019
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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.

eda kernels evaluation-metrics svc datamodeling crossvalidation olivetti-dataset

Updated May 16, 2021
Python

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

pytorch face-recognition inception-resnet mtcnn-face-detection siamese-neural-network face-net olivetti-dataset yolov5

Updated Jan 20, 2022
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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.

svm pca face-recognition covariance linear-models olivetti-dataset

Updated Jun 11, 2023
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mehargupta98 / pca-olivetti-images

random-forest classification principal-component-analysis olivetti-dataset

Updated May 14, 2022
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IRoyalX / PCA

UNI S3: PCA training on OLLVETTI-FACES dataset / image size reduction.

python training machine-learning linear-regression linear-algebra image-processing pca face-recognition olivetti-dataset size-reduction

Updated Feb 28, 2024
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SatyamOzaR / Olivetti-data-face-regeneration

Contains face completion using Linear Regression on olivetti face dataset

linear-regression google-colab-notebook olivetti-dataset face-regenration

Updated Dec 11, 2020
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dfavenfre / Olivetti-Faces-PyTorch

pytorch face-detection cnn-pytorch olivetti-dataset

Updated Sep 30, 2024
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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 semi-supervised-learning face-recognition kmeans-clustering unsupervised-machine-learning skimage gridsearchcv homogeneity olivetti-dataset silhouette-score clusterval

Updated May 16, 2022
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abhigyan02 / FaceRecognition

Face recognition algorithm

machine-learning-algorithms cross-validation naive-bayes-classifier pca logistic-regression svm-classifier olivetti-dataset

Updated Jul 24, 2023
Python

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

Face Recognition Algorithm using Unsupervised and Semi-supervised techniques

python pipeline sklearn pca face-recognition kmeans-clustering unsupervised-machine-learning skimage gridsearchcv semisupervised-learning homogeneity olivetti-dataset silhouette-score clusterval

Updated May 16, 2022
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