This project contains various computer vision and AI related python scripts
Link to full playlist: https://www.youtube.com/watch?v=UM9oDhhAg88&list=PLWw98q-Xe7iH8UHARl8RGk8MRj1raY4Eh
Below is brief description for each script:
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Cat Dog detection: This script can detect cats and dogs in a frame. You can replace cat or dog with any other object you want to detect.
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Centroidtracker: This script helps in tracking any object in a frame. We have used this in person_tracking.py script in order to track persons in the frame.
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Dwell Time Calculation: This script calculates the time a person has spent in a frame. It is a good example of calculating total time a person was present in frame.
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Face Detection: This script detects face in person image or in a frame
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FPS Example: While inferencing on a video file or frame from live usb webcam, its always a good idea to keep a check on how much fps we are getting. This script shows approx fps on frame.
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OpenCV Example: This script shows basic usage of opencv
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Person Detection in Image File: This script detects person in image file
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Person Detection in Video File: This script detects person in video file. Test video file is present in video dir.
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Person Tracking: This script detects person and keeps tracking them in the frame. It assigns a unique ID to each detected person.
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Monitor Social Distance This script monitors social distance between the persons. If it is less than a threshold value, we display bounding box in red otherwise green.
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Drawing tracking line: This script draws a line denoting where the person has entered in the frame and where he has moved in the frame.
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Face Mask Detection: This script checks if a person is wearing face mask or not
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Person Counter: This script counts the number of person present in the frame.