What we finished in these two weeks:
- Hardware for the robots
- We have used a tripod to hold the mobile camera. Figure 1&2 demonstrate the graphic design of the robot and how it actually looks like.
- A 10 ft extension USB cable will be used to connect the camera and the computer
- We estimated the observation distance between the robot and passengers. Between 1.3 meters to 1.5 meters, the robot is able to observe two passengers at once.
Figure 2: How the robot looks like in reality
- Implementing the face mask detector
- We applied the face mask detector designed by Chandrika Deb, which has a 98% accuracy for Face Mask Detection after training via TensorFlow-gpu==2.5.0
- The framework used by the detector:
- A short demo video of us testing the face mask detector can be found below.
Video 1: Testing the real-time video stream mask detecting
Reference:
- https://github.com/chandrikadeb7/Face-Mask-Detection
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