I'm currently working on a group project where we need to find a pattern in a given dataset. The dataset is a collection of X, Y, Z values of a gyroscope from someone who is walking. If you plot these values you'll get a result like this.
We are new to AI and ML so we first did some general research like understanding how matrices work and how to do some basic predictions with frameworks like TensorFlow and PyTorch. Now we want to start on this problem. What we need to do is to find a pattern in the dataset and count how many times this pattern appears in this dataset.
We started of with some none AI functions to count, we managed to do that but the way we counted will probably only work on this specific dataset. So that's why we decided to do this with AI.
We would love to hear as many different approaches as possible to count the steps since we are still learning.