PaddlePaddle / PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Apache License 2.0
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PaddleDetection能否在deepstream中部署? #7425

Open hezhi1220 opened 1 year ago

hezhi1220 commented 1 year ago

问题确认 Search before asking

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PaddleDetection能否在deepstream中部署? 我再NVIDIA jetson nx的盒子上跑PaddleDetection的车流检测代码计算时间特别长,使用摄像头检测话检测速度不快而且检测结果也很差,使用视频检测结果很好但是计算速度非常的慢,感觉盒子21t的算力没有被用到。 想问PaddleDetection能否使用deepstream进行加速?

XYZ-916 commented 1 year ago

应该是支持的。可以看下这个repo: https://github.com/marcoslucianops/DeepStream-Yolo

hezhi1220 commented 1 year ago

如何将pipeline.py算法和模型放入到deepstream中进行部署? 比如mot_ppyoloe_l_36e_ppvehicled的模型如何转化为deepstream所需的模型。 https://github.com/marcoslucianops/DeepStream-Yolo/blob/master/docs/PPYOLOE.md 按照这个例子进行模型转化会报错 ff3a77c1d5496c978472ad8c03857f1

python3 model.pdipargen_wts_ppyoloe.py -w model.pdiparams -c infer_cfg.yml

[11/30 12:52:48] ppdet.utils.check ERROR: 'architecture' not specified in config file. Please set it in config file.