Customer Challenge
Develop an autonomous parking solution
Customer is a Tier-1 software solution provider for Autonomous cars.
Customer want to develop an autonomous parking solution using image processing and AI techniques that can be deployed in a luxury OEM
Scope
- Autonomously detect empty parking space and park a car there
- Develop an AI based solution and Training of the model
- Port solution to and NVIDIA based platform and optimize it for the performance
Solution
- Setup Cross compilation environment for DRIVE PX
- Design DNN to detect objects from camera feed
- Classify empty Vs occupied parking space
- Use DRIVE PX 2 as man compute engine
- Sensor fusion happens on DRIVE PX 2, Optimize using TensorRT
Benefits
- The system provides very high performance compared to available solutions in the market
Results
- Automated parking space detection. The solution provides necessary inputs to the driving system of the car