# object-detection-tensorrt-java

**Repository Path**: testasf/object-detection-tensorrt-java

## Basic Information

- **Project Name**: object-detection-tensorrt-java
- **Description**: tensorrt java实现
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2022-09-16
- **Last Updated**: 2024-07-25

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

#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](https://docs.nvidia.com/deeplearning/sdk/tensorrt-sample-support-guide/index.html#yolov3_onnx)     

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](https://www.youtube.com/watch?v=RGnpiJWMPN8)