Skip to content

Latest commit

 

History

History
50 lines (25 loc) · 1.1 KB

README.md

File metadata and controls

50 lines (25 loc) · 1.1 KB

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:

  • TensorFlow

  • Keras

  • dlib

  • imutils

File Description:

  • 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