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A deep learning model (CNN Based) for Prediction of person's Age and Gender using Image data.
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
In this project, I used to extract the face feature (Eye, Nose, Eyebrow, and Mouth) using the DLib library and pass each feature to each of the multi-stream CNN layers. After passing Through Multi-stream CNN the output is concatenated and again passes through the CNN model, the output of CNN is estimated age.
USC's AgePredictor (https://github.com/USCDataScience/AgePredictor) in a Docker container.
A computer vision domain real-time life expectancy, age, and gender estimation from video using OpenCV and deep learning. Predicts life expectancy dynamically based on demographics. Ideal for demographic studies and health applications.