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Preprocessing visual observations

Discussion in 'ML-Agents' started by ludomitch198, Jul 10, 2020.

  1. ludomitch198


    May 23, 2020

    I want to use computer vision techniques to extract bounding boxes from the visual observations and use these as vector observations inputted to my agent rather than the raw pixels.

    Extracting the bounding boxes from the raw pixels already works, my question is where would be the ideal place to plugin this functionality in the python ml-agents code and how should I configure the agents' vector observations in Unity to accommodate this? I can zero pad the bounding box information to ensure consistent input to the agent.