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Filtering by: Creator Strimbu, Bogdan M Remove constraint Creator: Strimbu, Bogdan M Contributor Li, Fuxin Remove constraint Contributor: Li, Fuxin

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  • Forestry Stereo Project

    Creator:
    Lowell, Michael T.
    Abstract:
    This project covers the construction of a Stereo Camera System, integration with a Velodyne VLP-16 LIDAR and the creation of dataset intended to aid in the development of vision algorithms for forestry applications. This project is the first step in a future multi-stage project to implement computer vision systems for...
    Resource Type:
    Capstone Project
    Full Text:
    Corvallis, Oregon lif@oregonstate.edu Strimbu Bogdan Forestry, Oregon State University Corvallis, Oregon

  • Characterizing and Addressing Dataset Shift with Deep Learning

    Creator:
    Olson, Matthew L.
    Abstract:
    This dissertation delves into understanding, characterizing, and addressing dataset shift in deep learning, a pervasive issue for deployed machine learning systems. Integral aspects of the problem are examined: We start with the use of counterfactual explanations in order to characterize the behavior of deep reinforcement learning agents in visual input...
    Resource Type:
    Dissertation
    Full Text:
    vs. StyleGAN-R. And CelebA-M is a control dataset we create that does not contain glasses, ties and