Time series similarity

Idea

“If you have videos from people dancing, how can you measure how similar their movements are?”

Context of the internship

  • Looking into time-sensitive metrics
  • Multivariate time series problem: multiple limbs, multiple x/y anchors in each frame → how to integrate into a single score?
  • Technique is more widely applicable:
  • similarity search
  • clustering
  • anomaly detection
  • pattern discovery

What you’ll learn

  • How to research and implement state of the art time series techniques and similarity metrics while taking into account latency/accuracy requirements.
  • How to showcase your work by creating an interactive demo on our website and a blogpost.
  • Getting familiar with how a top notch AI consultancy firm operates internally.