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Deep-Surveillance-Monitor-Facial-Emotion-Age-Gender-Recognition-System
Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion, age and gender of people in any given image, video or real time webcam
#age-gender-estimation#computer-vision#deep-learning#emotion-recognition#keras#machine-learning
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Deep-Surveillance-Monitor-Facial-Emotion-Age-Gender-Recognition-System
Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion, age and gender of people in any given image, video or real time webcam.
System Description and Functions
Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. It can detect the emotion, age and gender of people in any given image, video or real time webcam.
Detect Emotion, Age, Gender in Any Image!
Detect Emotion, Age, Gender in Any Video!
Detect Emotion, Age, Gender in Webcam!
Built With
Installation
- Install Python and Jupyter studio
- Clone repo, cd into it and open the
Age, Gender with Emotion.ipynbnotebook in Jupyter.