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# AIComputerVision | |
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: | |
1. 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. | |
2. 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. | |
3. 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. | |
4. Face Detection: | |
This script detects face in person image or in a frame | |
5. 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. | |
6. OpenCV Example: | |
This script shows basic usage of opencv | |
7. Person Detection in Image File: | |
This script detects person in image file | |
8. Person Detection in Video File: | |
This script detects person in video file. Test video file is present in video dir. | |
9. Person Tracking: | |
This script detects person and keeps tracking them in the frame. It assigns a unique ID to each detected person. | |
10. 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. | |
11. 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. | |
12. Face Mask Detection: | |
This script checks if a person is wearing face mask or not | |
13. Person Counter: | |
This script counts the number of person present in the frame. | |