Practical-10
Aim: Using image data, predict the gender and age range of an individual in Python. Test the Data Science model using your own image.
Theory:
OpenCV-Python:
OpenCV-Python is a library of Python bindings designed to solve computer vision problems. OpenCV-Python makes use of Numpy, which is a highly optimized library for numerical operations with a MATLAB-style syntax. All the OpenCV array structures are converted to and from Numpy arrays.
Deepface:
It is a lightweight face recognition and facial attribute analysis (age, gender, emotion and race) framework for python. It is a hybrid face recognition framework wrapping models:
VGG-Face, Google FaceNet, OpenFace, Facebook DeepFace, DeepID and Dlib. The library is mainly based on Keras and TensorFlow.


Comments
Post a Comment