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PSPNet

Deep learning model for pixel‑level semantic segmentation using pyramid pooling.

PSPNet (Pyramid Scene Parsing Network) is a semantic segmentation model that captures global context information by applying pyramid pooling modules. It is designed to improve scene understanding by aggregating contextual features at multiple scales.

Not supported

This model is currently not supported on any IoT chipset.

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Technical Details

Input resolution:1x3x473x473
Model checkpoint:pspnet101_ade20k.pth
Model size (float):251 MB
Number of parameters:65.7M

Applicable Scenarios

    License

    Model:MIT

    Supported IoT Devices

    • Dragonwing IQ-8275 EVK
    • Dragonwing IQ-9075 EVK
    • Dragonwing IQ-X5121
    • Dragonwing IQ-X7181
    • Dragonwing Q-8750
    • QCS8550 (Proxy)

    Supported IoT Chipsets

    • Qualcomm® Dragonwing™ IQ-X7181
    • Qualcomm® Dragonwing™ QCS8275
    • Qualcomm® Dragonwing™ QCS8550 (Proxy)
    • Qualcomm® Dragonwing™ Q-8750
    • Qualcomm® Dragonwing™ IQ-9075

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