HomeMobile ModelsDETR-ResNet101-DC5

    DETR-ResNet101-DC5

    Transformer based object detector with ResNet101 backbone (dilated C5 stage).

    DETR is a machine learning model that can detect objects (trained on COCO dataset).

    TorchScriptTFLite
    311ms
    Inference Time
    0-427MB
    Memory Usage
    911NPU
    2GPU
    Layers

    Technical Details

    Model checkpoint:ResNet101-DC5
    Input resolution:480x480
    Number of parameters:61.1M
    Model size:231 MB

    Applicable Scenarios

    • Factory Automation
    • Robotic Navigation
    • Camera

    Supported Mobile Form Factors

    • Phone
    • Tablet

    Licenses

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

    Supported Mobile Devices

    • Google Pixel 3
    • Google Pixel 3a
    • Google Pixel 3a XL
    • Google Pixel 4
    • Google Pixel 4a
    • Google Pixel 5a 5G
    • Samsung Galaxy S21
    • Samsung Galaxy S21 Ultra
    • Samsung Galaxy S21+
    • Samsung Galaxy S22 5G
    • Samsung Galaxy S22 Ultra 5G
    • Samsung Galaxy S22+ 5G
    • Samsung Galaxy S23
    • Samsung Galaxy S23 Ultra
    • Samsung Galaxy S23+
    • Samsung Galaxy S24
    • Samsung Galaxy S24 Ultra
    • Samsung Galaxy S24+
    • Samsung Galaxy Tab S8
    • Xiaomi 12
    • Xiaomi 12 Pro

    Supported Mobile Chipsets

    • Snapdragon® 8 Gen 1 Mobile
    • Snapdragon® 8 Gen 2 Mobile
    • Snapdragon® 8 Gen 3 Mobile
    • Snapdragon® 888 Mobile