Can not download resnet18_3d_rgb_hmdb5_32.onnx and resnet18_2d_rgb_hmdb5_32.onnx

Accelerated Computing Intelligent Video Analytics DeepStream SDK
1

Hi Experts,

I install the deepstream below command
sudo apt install deepstream-7.1
and then I entry DIR , follow the README
Search and Download 3D and 2D RGB based tao_iva_action_recognition_pretrained
models from NGC Action Recognition Net | NVIDIA NGC
into this folder. The 2 TAO models are
resnet18_3d_rgb_hmdb5_32.onnx
resnet18_2d_rgb_hmdb5_32.onnx

But I can not find out the 2 TAO models, I can only download resnet18_3d_rgb_hmdb5_32.tlt
Could you please help to check this issue?

thanks,
LImeng

2

I have got the TAO models , but when I run
deepstream-3d-action-recognition -c deepstream_action_recognition_config.txt
and then video play is so slow

there are lots a warning as below,
Warning: A lot of buffers are being dropped.

Could you please help to check this issue?

thanks,
LImeng

5

This depends on your device’s capabilities. Do you run this model on dGPU or a Jetson? What model is it? For dGPU, you can use nvidia-smi. For Jetson, you can use jtop to check GPU usage.

6

there is no jtop command
-bash: jtop: command not found

sudo /usr/sbin/nvpmodel -q
[sudo] password for mli1:
NV Power Mode: MAXN
0

7 
sudo pip3 install -U jetson-stats

then reboot

8

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

9

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