for Robot Artificial Inteligence

Opencv 3.2 Install

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Nvidia install in linux for CUDA

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https://rain-bow.tistory.com/entry/CUDA-ERROR-nvidia-smi-has-failed-because-it-couldnt-communicate-with-the-nvidia-driver

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Minimal Solver vs Non Minimal Solver

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Minimal Solver : RANSAC방법으로 minimal set(N-Points)을 가지고 Model을 구하는 것.

Non-Minimal Solver : 얻어진 Model과 Inliers 데이터들을 Least Square 방식으로 최적화 하는 작업.

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Minimal Solver vs Non Minimal Solver

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M-Esitmator :

  • Non Linear Convex Problem, to solve this problem.
  • solve problem in iteraritvely optmizing by object function(cost function).
  • to update parameter to do iteration, we need to have some speicifc weight to update parameter by object function.
  • to avoid local minimum problem, there is many kind of ways to optimization is we called M-Estimator.
  • https://en.wikipedia.org/wiki/M-estimator

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Ego Vehicle

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The term ego vehicle refers to the vehicle that contains the sensors that perceive the environment around the vehicle .

Reference

즉, 현재 관심있어하는 로봇 Coordinate(Ego Vehicle)로 부터 주변 인지되는 객체들의 정보를 얻는 것.

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