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Simple-Bev

Construct a bird’s eye view from sensors mounted on a vehicle.

Simple_bev is a machine learning model for generating a birds eye view represenation from the sensors(cameras) mounted on a vehicle. It uses the ResNet‑101 as the backbone and segnet as a segmentation model for specific use cases.

Technical Details

Model checkpoint:model-000025000.pth
Input resolution:448 x 800
Number of parameters:42M
Model size:505 MB

Applicable Scenarios

  • Scenario detection

Licenses

Source Model:BSD-3-CLAUSE
Deployable Model:AI Model Hub License

Supported IoT Devices

  • QCS9075 (Proxy)

Supported IoT Chipsets

  • Qualcomm® QCS9075 (Proxy)

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