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#object detection tensorrt java

Thanks to javacpp projects that build the bridge between jvm and native C/C++ libraries. TensorRT, OpenCV are available for Java developers. This project is an example that builds object detection application on Java using javacpp-preset tensorrt.

Install

  • CUDA 10.1
  • TensorRT 6.0.1.5

To create pre-trained model yolov3 in tensort, please follow the guide from official TensorRT: Object Detection With The ONNX TensorRT Backend In Python

To run the demo:

  • arg[0] path to the generated yolov3.trt file.
  • arg[1] path to the video file (e.g video.mp4)

Demo on Youtube: https://www.youtube.com/watch?v=RGnpiJWMPN8