【多目标跟踪】deep sort c++实现版本调研

冷不防 2022-09-05 13:56 557阅读 0赞

<table style="width:700px;"> 
 <tbody> 
 <tr> 
 <td>名称</td> 
 <td>介绍</td> 
 <td>环境</td> 
 <td>代码参考地址</td> 
 <td> star (2020/8/18) </td> 
 <td>备注</td> 
 </tr> 
 <tr> 
 <td>shaoshengsong/DeepSORT</td> 
 <td>deepsort yolov3 c++版本</td> 
 <td>ubuntu18.04、Qt、c++ Tensorflow1.4、Opencv</td> 
 <td><a href="https://github.com/shaoshengsong/DeepSORT" rel="nofollow">DeepSORT</a></td> 
 <td>237</td> 
 <td>关于环境配置有博客说明、检测是opencv自带的yolo模型调用、nms等</td> 
 </tr> 
 <tr> 
 <td>weixu000/libtorch-yolov3-deepsort</td> 
 <td>deepsort yolov3 c++版本</td> 
 <td>LibTorch、OpenCV、wxWidgets和CMake</td> 
 <td><a href="https://github.com/weixu000/libtorch-yolov3-deepsort" rel="nofollow">libtorch-yolov3-deepsort</a></td> 
 <td>196</td> 
 <td>作者本科毕设</td> 
 </tr> 
 <tr> 
 <td>bitzy/DeepSort</td> 
 <td> deepsort c++版本 yolov2 </td> 
 <td>opencv3 tensorflow 1.4 cuda 8.0 cudnn 6.0</td> 
 <td><a href="https://github.com/bitzy/DeepSort" rel="nofollow">DeepSort</a></td> 
 <td>113</td> 
 <td></td> 
 </tr> 
 <tr> 
 <td>apennisi/deep_sort</td> 
 <td> deepsort c++版本 yolov2 </td> 
 <td>OpenCV (&gt;= 3.4) Eigen3 Boost CUDA (&gt;= 10.0) Tensorflow ( = 1.14)</td> 
 <td><a href="https://github.com/apennisi/deep_sort" rel="nofollow">deep_sort</a></td> 
 <td>45</td> 
 <td> 针对bitzy/DeepSort的重写、 检测是从外部读取的结果，比如是一个有检测结果的txt </td> 
 </tr> 
 <tr> 
 <td>GesilaA/deepsort_tensorrt</td> 
 <td> deepsort c++版本 </td> 
 <td> TensorRT 7 OpenCV </td> 
 <td><a href="https://github.com/GesilaA/deepsort_tensorrt" rel="nofollow">deepsort_tensorrt</a></td> 
 <td>30</td> 
 <td>tensorrt版本</td> 
 </tr> 
 <tr> 
 <td>mellivoraPKU/yolov5_trt_deepsort</td> 
 <td> yolov5 deepsort c++版本 </td> 
 <td> TensorRT 7 OpenCV </td> 
 <td><a href="https://github.com/mellivoraPKU/yolov5_trt_deepsort" rel="nofollow">yolov5_trt_deepsort</a></td> 
 <td>1</td> 
 <td> yolov5、deepsort、tensorrt加速 </td> 
 </tr> 
 </tbody> 
</table>