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For week 5, we will try build real time face recognition system via webcam. The basic steps are
1. Integrate the face recognition system
2. Experiment with the webcam
3. (Optional) Optimization Methods
1. Integrate the face recognition system
As we have build the face recognition system through the past 4 weeks, try to integrate
the parts together according to the system overview.
2. Experiment with the webcam
In python, the webcam video frames can be captured by video function in python
libraries such as opencv. Send the frame through the face recognition system and output the
frame.
3. (Optional) Optimization Methods
Come up with some optimization methods that can speed up the recognition system.
Demo your results.
Questions:
● Explain in specific what algorithms you used for each step of the algorithm?
● How did you capture video frames from the webcam? What python library did you
use?
● What is the throughput of the system? (Throughput is the number of frames
processed per second)