Artificially Intelligent Jetson-Powered License Plate Insight
Industry:
Automotive
The Problem Statement
Development of a cutting-edge multi-stream car monitoring system on NVIDIA's Jetson platform, focusing on real-time license plate detection and recognition
THE SOLUTION
Integration of DeepStream SDK for real-time video analytics, utilizing YOLO for precise license plate detection. Advanced OCR techniques employed to extract and recognize numbers from the detected license plates.
Optimization with TensorRT, leveraging CUDA for GPU acceleration, maximizing YOLO's performance for rapid neural network inferences and top-notch plate recognition. Seamless real-time database integration, ensuring accurate and consistent storage of recognized plate numbers. Advanced analytics tailored for diverse environmental challenges, ensuring robust license plate capture.
Tech Stack Implemented:
- Nvidia Jetson
- DeepStream
- OCR
- YOLOv8
- TensorRT