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

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
.ipynb_checkpoints		.ipynb_checkpoints
dataset/Abhishek Bachan		dataset/Abhishek Bachan
dataset_aligned		dataset_aligned
dataset_cropped		dataset_cropped
test_images		test_images
Celebrity Recognition.docx		Celebrity Recognition.docx
Celebrity Recognition.pdf		Celebrity Recognition.pdf
Celebrity Recognition.zip		Celebrity Recognition.zip
Preprocessing_Images.ipynb		Preprocessing_Images.ipynb
Project Report.docx		Project Report.docx
Project Report.pdf		Project Report.pdf
README.md		README.md
blah		blah
blah.jpg		blah.jpg
dev_people.txt		dev_people.txt
dev_urls.txt		dev_urls.txt
facial_recog_proj.mp4		facial_recog_proj.mp4
facial_recog_proj_soln.mp4		facial_recog_proj_soln.mp4
facial_recognition_final_code.ipynb		facial_recognition_final_code.ipynb
facial_recognition_intial_code.ipynb		facial_recognition_intial_code.ipynb
facial_recognition_only_code.py		facial_recognition_only_code.py
haarcascade_frontalface_default.xml		haarcascade_frontalface_default.xml
modelV1.h5		modelV1.h5
modelV2.h5		modelV2.h5
modelV3.h5		modelV3.h5
model_CNNModV1.h5		model_CNNModV1.h5
project_video.mp4		project_video.mp4
project_video_soln.mp4		project_video_soln.mp4
shape_predictor_68_face_landmarks.dat		shape_predictor_68_face_landmarks.dat
~$oject Report.docx		~$oject Report.docx
~WRL1073.tmp		~WRL1073.tmp