[D] ML Algorithms for Time series classification and peak counting

I'm currently working on a project that involves processing realtime accelerometer,Gyroscope, orientation data from wearable for gym exercises, which I need to classify and count the peaks , which correspond to reps. I have a few questions regarding the best technique to do this. I've read some research on this and trying to replicate the papers with best accuracies attached below.

I am using XGBoost to classify between the exercises with input being the time series data of all the …

algorithms classification count data machinelearning ml algorithms peak processing project questions realtime research series time series wearable