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    ESRGAN

    Upscale images and remove image noise.

    ESRGAN is a machine learning model that upscales an image with minimal loss in quality.

    Qualcomm® QCS8550
    QCS8550 (Proxy)
    71.7ms
    Inference Time
    3-6MB
    Memory Usage
    1,024NPU
    Layers
    See more metrics
    Model RepositoryHugging FaceResearch Paper

    Technical Details

    Model checkpoint:ESRGAN_x4
    Input resolution:128x128
    Number of parameters:16.7M
    Model size:64.0 MB

    Applicable Scenarios

    • Virtual Real Estate Tours
    • Gaming
    • ARVR

    Licenses

    Source Model:APACHE-2.0
    Deployable Model:AI Model Hub License

    Supported IoT Devices

    • QCS8550 (Proxy)

    Supported IoT Chipsets

    • Qualcomm® QCS8550