Webcam image and sound processing
test_webcam.py
Webcam and openCV (cv2) test file.
test_webcam_face_detection.py | very slow
Detect face using python face_detection.
test_webcam_face_mean.py
Detect face using CascadeClassifier and create mean face image.
Haarcascades files can be found here: https://github.com/opencv/opencv/tree/master/data/haarcascades
test_webcam_face_ml.py
Detect face, create mean face image and predict age, gender and emotion from this mean face image.
test_mic.py
Mic test with pyaudio.
test_mic_ml.py
Predict voice age and gender.
test_webcam_mic_ml.py
Predict age, gender on audio and face, and emotions on face.
Machine learning model
Face
- Age: https://github.com/aruno14/ageRecognition
- Emotions: https://github.com/aruno14/emotionRecognition
- Gender: https://github.com/aruno14/genderRecognition
Voice
- Gender and Age: https://github.com/aruno14/speechRecognition