Facial_Recognition

Database Used :

PubFig: Public Figures Face Database

“Attribute and Simile Classifiers for Face Verification,”

Neeraj Kumar, Alexander C. Berg, Peter N. Belhumeur, and Shree K. Nayar,

International Conference on Computer Vision (ICCV), 2009.
http://www.cs.columbia.edu/CAVE/databases/pubfig/

Python Packages required:

Celebrity Recognition - Capstone Proposal
Preprocessing_Images.ipynb - To Download and crop images from Public Figures Database
facial_recognition_final_code.ipynb - Final Code
dev_urls.txt - Links to images from Public Figures Database
dev_people.txt - List of celebrities in the dataset
haarcascade_frontface_default.xml - HaarCascade for Face Detection
Project Report.pdf - Facial Recognition Project Report
dataset folder - subset of images from Public Figures database
dataset_cropped - Cropped face images from the database
dataset_aligned - Cropped and Aligned face images for training
modelV3.h5 - Base CNN model Weights
model_CNNModV1.h5 - Modified CNN model weights