CSCI435 Computer Vision Algorithms And Systems:Modeling Implemented

CSCI435 Computer Vision Algorithms and Systems

Questions:

This is a programming assignment that has to be done in Python 3.9.6 using OpenCV 4.5.2 explicitly. there are three videos to be used for the program and “Instructions for installation.pdf” which contains the python and OpenCV installation and version. “a3.pdf” which contains the main assignment questions.

Please read them carefully as the program contains multiple tasks which should be changed as per the user.

This is a note from the professor regarding the assignment: Note: Please tune the parameters of your solution to task 1 for the “carpark” and “TrafficLights” sequences and parameters of your solution to task 2 for the “TownCentre” sequence.

There are a few variations of GMM background modeling implemented by OpenCV, please choose the one based on the performance and the assignment requirements For task 2, your code should assume that “haarcascade_fullbody.xml” is in the same directory as your .py or .exe file.

Requirements on coding:

1. The program should be named as “movingObj” and shall take an option, either –b or -d and a video filename as the input, e.g. movingObj –b videofile or movingObj –d videofile. When –b is given, the program should perform Task One and when –d is given, the program performs Task Two. SCIT, University of Wollongong 3 of 3

2. No other third-party libraries should be used in the program except OpenCV 4.5.2 or OpenCV 4.5.2-Python (assuming that numpy and matplotlib packages exist). The code has to be either in C/C++ or Python.

3. Place your implementation in a single .cpp or .py file called movingObj.cpp or movingObj.py

4. Description of the solution to Task Two should be given as comments at the beginning of the movingObj.cpp or movingObj.py

5. No other third-party libraries should be used in the program except OpenCV 4.5.2. The code has to be in either C/C++ or python-OpenCV 4.5.2.

What I require from you is a single programming file named “movingObj.py” which contains both the task 1 and 2. Would you please read the full a3.pdf as it is the final assignment?

I have received lower grades previously as the program did not run as per the definition by the professor. Please make sure this doesn’t happen again.

CSCI435 Computer Vision Algorithms and Systems

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