# Yolo_TensorRT

**Repository Path**: xiaohaoo/Yolo_TensorRT

## Basic Information

- **Project Name**: Yolo_TensorRT
- **Description**: Deploy the YOLOv8 model for inference using OpenCV and TensorRT in C/C++.
- **Primary Language**: C/C++
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-07-13
- **Last Updated**: 2023-07-13

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Yolov8 TensorRT

Deploy the [YOLOV8](https://github.com/ultralytics/ultralytics) model for object detection using OpenCV and [TensorRT](https://github.com/NVIDIA/TensorRT).

## Overview

## Dependencies

- CMAKE
- Microsoft Visual Studio
- CUDA: Only [download](https://github.com/xiaohaoo/Yolo_TensorRT/releases/download/v1.0.0/lib.zip) the required runtime library.
- OpenCV: Only [download](https://github.com/xiaohaoo/Yolo_TensorRT/releases/download/v1.0.0/lib.zip) the required runtime library.

## Installation

```bash
git clone git@github.com:xiaohaoo/Yolo_TensorRT.git

cd Yolo_TensorRT
cmake -DCMAKE_BUILD_TYPE:STRING=Release -B build -G "Visual Studio 16 2019"
cmake --build build --config Release --target install

# run app
cd build\output
.\yolo.exe
```