This project was made for my Computer Science Extended Essay project in the IB (International Bachelorette) program in high school. This code was used for my experiement regarding my EE paper. The idea behind the project experiment is to simulate the cascading effect of what a supposed minute error of a computer vision algorithm that could turn into serious and consequential scenarios. For instance, in autonomous vehicles or medical equipment that require precise computer vision.
This concept was done in this experiment by introducing two simulated visual anomalies that could occur in any real CV pipeline into a Connect-4 environment where there would 2 unique Connect-4 algorithms playing against each other. One algorithm was based off using the Minimax algorithm (used in turn-based board games) and a deterministic algorithm, an algorithm I made which essentially plays a specific move in every different scenario in Connect-4. In a sense, it is an algorithm which has a predictable pattern that can play to a similar extent of a human without the randomness. This allows for more concrete results in the data.
Additionally, the data from the experiment is also contained in the project folder, which shows the results of the experiment and contains more data than in the final work as I had to narrow down the variables I wanted to use. That is why there are numerous data types available.