CenterNet-3D
Construct a bird’s eye view from sensors mounted on a vehicle.
CenterNet is a machine learning model for generating a birds eye view represenation from the sensors(cameras) mounted on a vehicle.
Technical Details
Model checkpoint:ddd_3dop.pth
Input resolution:1 x 3 x 384 x 1280
Number of parameters:20.6M
Model size:79 MB
Applicable Scenarios
- Object Detection
Supported Form Factors
- Phone
- Tablet
- IoT
- Automotive
Licenses
Source Model:MIT
Deployable Model:AI-HUB-MODELS-LICENSE
Supported Devices
- QCS8550 (Proxy)
- 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 S25
- Samsung Galaxy S25 Ultra
- Samsung Galaxy S25+
- Samsung Galaxy Tab S8
- Snapdragon 8 Elite Gen 5 QRD
- Snapdragon X Elite CRD
- Snapdragon X Plus 8-Core CRD
- Xiaomi 12
- Xiaomi 12 Pro
Supported Chipsets
- Qualcomm® QCS8550 (Proxy)
- Snapdragon® 8 Elite For Galaxy Mobile
- Snapdragon® 8 Elite Gen5 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
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