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3D endless runner Prototype with machine learning - TensorFlow PoseNet

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FIRST PERSON ENDLESS RUNNER prototype with webcam motion capture using Machine Learning

space-runner-homescreen

space-runner-gameplay

Tech Stack

three.js - design

poseNet from ml5.js - real time motion capture

TensorFlow.js

Approach

Integrated three.js stack for designing endless runner with random wall generation.

Manually implemented and calculated algorithms for collision detection.

Needs to work on potentially implementing a user friendly collision feedback mechanism.

To Run Application

  1. git clone https://github.com/space-runner-prototype/space-runner.git in terminal
  2. cd space-runner
  3. npm i
  4. npm run build
  5. copy path of the index html onto your browser

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3D endless runner Prototype with machine learning - TensorFlow PoseNet

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