Qualcomm® AI HubAI Hub

ResNet34-SSD

Object detection model combining ResNet34 backbone with SSD architecture.

ResNet34‑SSD is a single‑stage object detection model that integrates the ResNet34 backbone with the SSD (Single Shot MultiBox Detector) framework. It is optimized for real‑time detection tasks and supports multiple deployment backends including PyTorch, TensorFlow, and ONNX.

Not supported

This model is currently not supported on any All Models chipset.

To see performance metrics for this model on other chipsets, click the button below.

View for other chipsets
Model RepositoryHugging Face

Technical Details

Input resolution:1x3x1200x1200
Model checkpoint:resnet34-ssd1200
Model size (float):76.2 MB
Number of parameters:20.0M

Applicable Scenarios

    License

    Model:APACHE-2.0

    Supported Devices

    • Dragonwing IQ-8275 EVK
    • Dragonwing IQ-9075 EVK
    • Dragonwing IQ-X5121
    • Dragonwing IQ-X7181
    • Dragonwing Q-8750
    • QCS8550 (Proxy)
    • SA7255P ADP
    • SA8255P ADP
    • SA8295P ADP
    • SA8650P ADP
    • SA8775P ADP
    • Samsung Galaxy S21
    • Samsung Galaxy S21 Ultra
    • 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 S25
    • Samsung Galaxy S25 Ultra
    • Samsung Galaxy S25+
    • Samsung Galaxy S26
    • Samsung Galaxy S26 Ultra
    • Samsung Galaxy S26+
    • Samsung Galaxy Tab S8
    • Snapdragon 8 Elite Gen 5 QRD
    • Snapdragon 8 Elite QRD
    • Snapdragon X Elite CRD
    • Snapdragon X Plus 8-Core CRD
    • Snapdragon X2 Elite CRD
    • Snapdragon XR2 Gen 2
    • Xiaomi 12

    Supported Chipsets

    • Qualcomm® Dragonwing™ IQ-X7181
    • Qualcomm® Dragonwing™ QCS8275
    • Qualcomm® Dragonwing™ QCS8550 (Proxy)
    • Qualcomm® Dragonwing™ Q-8750
    • Qualcomm® Dragonwing™ IQ-9075
    • Qualcomm® SA7255P
    • Qualcomm® SA8255P
    • Qualcomm® SA8295P
    • Qualcomm® SA8650P
    • Qualcomm® SA8775P
    • Snapdragon® 8 Elite Mobile
    • Snapdragon® 8 Elite Gen 5 Mobile
    • Snapdragon® 8 Gen 1 Mobile
    • Snapdragon® 8 Gen 2 Mobile
    • Snapdragon® 8 Gen 3 Mobile
    • Snapdragon® 888 Mobile
    • Snapdragon® X Elite
    • Snapdragon® X Plus 8-Core
    • Snapdragon® X2 Elite

    Looking for more? See models created by industry leaders.

    Discover Model Makers