Please provide complete information as applicable to your setup. • Hardware Platform (Jetson Xavie NX) • DeepStream 6.1 • JetPack Version 5.0.2-b231 • TensorRT Version • Issue Type( fps is slow ) • How to reproduce the issue ? ( just run the defult tao deepstream-facelandmark.app with followin…

There is no update from you for a period, assuming this is not an issue anymore. Hence we are closing this topic. If need further support, please open a new one. Thanks The suggestion is to find out the bottleneck in the piepline with the method we provided. https://docs.nvidia.com/metropolis/deep…

I have a similar problem with my logitech Brio and still could not solve the problem. I think you are having the same problem. Below is the link to my post @yuweiw [image] Running the pretrained tao models with usb camera DeepStream SDK I was running the pre-trained model…

Thank you. I have run the app with YAML file and played around with live-source=1 and batch-size without success …GST_DEBUG 3 or 6 lead to various errors but they are for me inconclusive. The deepstream_faciallandmark.app origial benchmark at Nvidia site seems to be about 2000 fps with jetson_xavie…

[image] erence: After installing the deepstream 6.1 and tao apps, I build the deepstream-faciallandmark.app. then I run the following command: ./deepstream-faciallandmark-app 3 …/…/…/configs/facial_tao/sample_faciallandmarks_config.txt v4l2:///dev/video0 ./landmarks May Camera is logitech inpu…

The Logitech Brio Ultra HD 4K camera supports 1. MJPEG (Motion JPEG) and YUY2 (YUV422) formats and delivers on MJPEG 30 fps at 4k. Yes, the performance of Nvidia Jetson nx was maximized eith following commands: sudo nvpmodel -m 2 (or 8) sudo jetson_clocks The information with 2000 Fps on Jetson…

[image] erence: I assumed that Jetson NX should bring a performance about 50 fps or better with two gie facelandmark detection? The model performance is not the pipeline performance. The other components also impact the whole pipeline. Take your command line as example, you enabled the EGL di…

Thank you for your short response. I will try fakesink and close EGL display. Can I prune facelandmarks.etlt model? Would it help? -Which profiling method would you suggest me to use for deepstream? Best Regards

[image] erence: Can I prune facelandmarks.etlt model? Would it help? -Which profiling method would you suggest me to use for deepstream? Best Regards Please refer to TAO document and forum for model prune. You can use “tegrastats” to monitor the peformance during the app running. You can m…

Thank you for the response, a better pipeline results in better framerates indeed (about 30fps). I measure fps with fpsdisplaysink but for that it needs to be converted from NVMM to normal. I try to profile with gstshark, but it works with >gst 1.17. Can I upgrade gst to 1.18 or 1.20, or can deeps…

[image] erence: I measure fps with fpsdisplaysink but for that it needs to be converted from NVMM to normal No. If you set the “sink=fakesink” with fpsdisplaysink. [image] erence: I try to profile with gstshark, but it works with >gst 1.17. Please consult RidgeRun Blog . It is not pro…

https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_FAQ.html#migration-to-newer-gstreamer-version This way is definitly wrong on a Jetson NX. Even on a new build system it removes following libraries, gnome desktop fails, system falls on tty1, trying to repair libraries requires too mu…

Deepstream_facelandmark.app faster?

Accelerated Computing Intelligent Video Analytics DeepStream SDK

Fiona.Chen March 21, 2023, 11:01am 9

Please refer to TAO document and forum for model prune.

You can use “tegrastats” to monitor the peformance during the app running. You can measure the latency of DeepStream components with the method DeepStream SDK FAQ - Intelligent Video Analytics / DeepStream SDK - NVIDIA Developer Forums

The key is to find out the bottleneck in the pipeline.

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Deepstream_facelandmark.app faster?

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