CenterPoint
3D object detection model optimized for LiDAR‑based autonomous driving scenarios.
CenterPoint is a LiDAR‑based 3D object detection model that detects objects by predicting their centers and regressing other attributes. It is designed for high accuracy and real‑time performance in autonomous driving applications.
Technical Details
Model checkpoint:PointPillars
Input resolution:5x20x5, 5x4, 5
Number of parameters:21.8M
Model size:83.3 MB
Applicable Scenarios
- Self driving cars
License
Model:MIT
Supported IoT Devices
- Dragonwing IQ-9075 EVK
- QCS8275 (Proxy)
- QCS8550 (Proxy)
Supported IoT Chipsets
- Qualcomm® QCS8275 (Proxy)
- Qualcomm® QCS8550 (Proxy)
- Qualcomm® QCS9075
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