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The Guardian AIngel

Description:

• The Guardian AIngel is a computer vision based fall detection system for the elderly.

• You will be provided a Rasberry Pi zero device with a built-in camera and a 16 GB SD card with Raspbian already installed.

• You are required to develop a computer vision model and deploy the model to run on the Rasberry Pi device.

• The model should be able to read the input video stream through the Raspberry Pi Camera Module v2 and detect humans in a fallen position.

• When an event is detected, the system should alert a caregiver via email.You can use any data set for your training.

• The sensitivity of the detections should be at least 0.7.

• Report the specificity as well.

• The model will have to run on the device.

• A little web server will need to be running on the device that can be accessed through a browser and the page will display all current events and whether they were diagnosed by the model as true positive or false positive.

• For the purposes of this project, you do not need to consider occlusions.