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  • NVIDIA
    Bi3D Proximity Segmentation
    Model
    NVIDIA
    Bi3D Proximity Segmentation

    Bi3D is a binary depth classification network that is used to classify the depth of objects at a given distance.

  • This model is backed by NVIDIA's Plus Plus (++) Promise
    to learn more about the quality of the datasets used to train this model.
    FieldResponse
    Verified to have met prescribed quality standards?Yes.
    Target Key Performance Indicator(s) (KPI(s)):Binary Cross Entropy (BCE).
    Model Application(s):Depth Estimation in robotics and autonomous machines.
    Describe life critical application (if present):None.
    Use Case Restrictions:Should not be used for life critical applications.
    Model and dataset restrictions:The Principle of least privilege (PoLP) is applied limiting access for dataset generation and model development. Restrictions enforce dataset access during training and dataset license constraints adhered to.