I built a skeleton for particle filter to infer hidden Markov models. The skeleton is easy to modify for anyone who is trying to infer sequences of random variables with a Monte Carlo algorithm, making it super fast and very easily parallelizable. Then using the particle filter, I made a video object tracking program that can track objects with the webcam without any specific markers.

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