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Project Proposal

Project Proposal. Machine learning with Weka for Kung fu -training purposes . Victoria Værnø. With what accuracy can the multilevel perceptron algorithm in Weka classify side- kicks?. Is it good enough for a beta training application for complete beginners?. Data.

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Project Proposal

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  1. Project Proposal Machine learning with Weka for Kung fu-training purposes. Victoria Værnø

  2. With what accuracy can the multilevel perceptron algorithm in Wekaclassify side-kicks? Is it good enough for a beta training application for complete beginners?

  3. Data Capture 500 side kicks of types: ”Bad Kick” ”Good Kick Guard Down” ”Good Kick Guard Up” Attributes: Skeleton joint angles. Data Processing • Reducemoviesizesto 6 frames. • Make ARFF file with all the kicks. • Feedthe ARFF file intoWeka and experimentwiththealgorithms.

  4. Challenges • Skeletonrecognition • Complexclasses • Too muchsimilaritywhich is irrelevant to theclassification

  5. Questions? Tips? Thoughts?

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