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  • NVIDIA
    NvDepthAnythingV2
    Model
    NVIDIA
    NvDepthAnythingV2

    monocular relative depth estimation model.

  • This model is backed by NVIDIA's Plus Plus (++) Promise
    NVIDIA's ++ Promise covers the quality of the datasets used to train this model.
    FieldResponse
    Intended Task/Domain:Monocular Depth Estimation
    Model Type:Transformer
    Intended Users:This model is intended for developers working in industrial, robotics, and smart space applications
    Output:Depth Map
    Describe how the model works:Image input is encoded into features, then depth map is estimated using Dense Prediction Transformers(DPT) Head
    Name the adversely impacted groups this has been tested to deliver comparable outcomes regardless of:Not Applicable
    Technical Limitations & Mitigation:The model may fail to estimate very sharp edges (for example, where pixel values change quickly) in complex scenes.
    Verified to have met prescribed NVIDIA quality standards:Yes
    Performance Metrics:Accuracy - delta-1 (D1)
    Potential Known Risks:The model may fail to estimate fine grain details in complex scenes (for example, scenes with complex textures).
    Licensing:NVIDIA Open Model License Additional Information: Apache 2.0

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