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tang16's Projects

face_age_gender icon face_age_gender

Can we predict the age and gender of someone given a picture of their face ?

face_recognition_machine_learning icon face_recognition_machine_learning

In this project, I have implemented the Naive Bayes and K-Nearest Neighbor classifiers along with feature reduction techniques of PCA and LDA for face recognition.

face_recognition_pca_lda_knn_kernelsvm_dimensionality_reduction icon face_recognition_pca_lda_knn_kernelsvm_dimensionality_reduction

This project focuses on face recognition problem with respect to 5-fold cross validation, dimensionality reduction based on benchmark algorithms like K – Nearest Neighbor, Principal Component Analysis, Linear Discriminant Analysis and Kernel Support Vector Machine

faceattributeclassifier icon faceattributeclassifier

This project implements an attributed classification using features from the VGG face recognizer and linear SVMs.

facerecognition icon facerecognition

Approach at solving the problem of Face Recognition using dimensionality reduction algorithms like PCA and LDA

facexp icon facexp

Detection of facial expression using graphical models - CRFs and HMMs

facial-expression-recognition icon facial-expression-recognition

Digital Signal Processing project based on the identification on the different facial expression of a given image like angry, sad and happy using viola jones face detection algorithm

facial_expressions_identification icon facial_expressions_identification

Using Machine Learning techniques; Decision Trees and Artificial Neural Networks, in identifying six basic emotions from the human facial expressions (anger, disgust, fear, happiness, sadness and surprise) based on a labelled set of facial Action Units.

fast-sic icon fast-sic

Source code for training an Active Appearance Model (AAM) and fitting using the Fast Simultaneous Inverse Compositional Algorithm (Fast-SIC)

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