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deepsort_tensorrt's Introduction

DeepSort_TensorRT

TensorRT真是太快啦，基于大佬实现的DeepSort，用TensorRT来做特征提取的部分。[慢更]

Install

[REQUIRE] TensorRT 7

[REQUIRE] OpenCV

下载本库和deepsort的pytorch库

git clone [email protected]:ZQPei/deep_sort_pytorch.git
git clone https://github.com/GesilaA/deepsort_tensorrt.git

配置好大佬的pytorch工程后，将exportOnnx.py复制到pytorch工程的项目目录下运行，将会生成deepsort.onnx。

把deepsort.onnx移到本工程的resources目录下。然后回到工程的根目录

mkdir build
cd build
cmake ..
make
./onnx2engine ../resources/deepsort.onnx ../resources/deepsort.engine

然后就可以运行demo测试了

./demo ../resources/deepsort.engine ../resources/track.txt

然后就可以把自己TensorRT的目标检测工程进行对接。附上大佬TensorRT目标检测的工程

git clone https://github.com/wang-xinyu/tensorrtx.git

注：视频文件太大了，所以只把检测结果保存成txt进行测试，因为图片全是黑的，所以demo只是demo，以实际使用为准哈。

deepsort_tensorrt's People

Contributors

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