face_analysis

Face Detect and Recognition, Age and Emotion Detection

Python3.6.9 used.

Required Python Packages:

openCV
face_recognition
keras
tensorflow

Link to datasets:

LFW

Adience

FER-2013

Uages:

face_detect:

python3 face_detect (put the path to images inplace of "path")

recognize_faces:

python3 recognize_faces.py --encodings "path to encodings.pickle" --image "path to images to recognize"

age_detect:

python3 age_detect.py --image "path to images"  --face "path to face_detector model" --age "path to age_detector model"

emotion_detect:

python3 emotion.py --emotion "path to emotion_detector model" --image "path to images for predictions"

name_age:

python3 test.py --encodings encodings.pickle --face "path to face_detector model" --age "path to age_detector model" --image "path to images"

EmotionAgeFace:

python3 EmotionAgeFace.py --encodings "path to encodings.pickle file" --face "path to face_detector model" --age "path to age_detector model" --emotion "path to emotion_detector model" --image "path to images"