HomeIoT ModelsDeepLabV3-Plus-MobileNet

    DeepLabV3-Plus-MobileNet

    Deep Convolutional Neural Network model for semantic segmentation.

    DeepLabV3 is designed for semantic segmentation at multiple scales, trained on the various datasets. It uses MobileNet as a backbone.

    Qualcomm® QCS8550
    QCS8550 (Proxy)
    13.2ms
    Inference Time
    21-23MB
    Memory Usage
    98NPU
    Layers

    Technical Details

    Model checkpoint:VOC2012
    Input resolution:513x513
    Number of parameters:5.80M
    Model size:22.2 MB

    Applicable Scenarios

    • Anomaly Detection
    • Inventory Management

    Licenses

    Source Model:MIT
    Deployable Model:AI Model Hub License

    Supported IoT Devices

    • QCS8550 (Proxy)

    Supported IoT Chipsets

    • Qualcomm® QCS8550