I want to test deepstream-3d-action-recognition But I cann't find fall_floor

940655439 · July 12, 2024, 6:16am

Please provide complete information as applicable to your setup.

Please provide complete information as applicable to your setup.
• Hardware Platform (Jetson / GPU) Jetson AGX
• DeepStream Version 7.0
**• JetPack Version (valid for Jetson only) 6.0 GA
**• TensorRT Version 8.6
**• NVIDIA GPU Driver Version (valid for GPU only) 540.3.0
**• Issue Type( questions, new requirements, bugs) questions
• How to reproduce the issue ? (This is for bugs. Including which sample app is using, the configuration files content, the command line used and other details for reproducing)

I want to ask some questions. Did this model support this type ? if Support ,Do you give some video for testing.
I don’t find the video in /opt/nvidia/deepstream/deepstream/samples/streams/ about fall_floor

fanzh · July 12, 2024, 10:07am

there test videos name are in deepstream_triton_action_recognition_config.txt. please find the fall_floor clip in the videos.

940655439 · July 12, 2024, 10:11am

The video of fall_floor is not in deepstream_triton_action_recognition_config.txt. Are you sure? please a video deepstream-3d-action-recognition can use. I want to test whether this model support fall_floor. I use other video ,but not work

fanzh · July 12, 2024, 2:41pm

All deepstream videos are in /opt/nvidia/deepstream/deepstream/samples/streams/. you can get the fall _floor related training Data in this link.

940655439 · July 13, 2024, 10:28am

The video of fall_floor is not in /opt/nvidia/deepstream/deepstream/samples/streams/。 And Them program cann’tidentify any fall_floor in video I found.’

I want to ask some questions. Did this model support this type ? if Support ,Do you give some video for testing.
I don’t find the video in /opt/nvidia/deepstream/deepstream/samples/streams/ about fall_floor

The training data related fall _floor does not work, and the video I found does not work.
I want to find the reason .Where is the source of the problem, video , model or program

Are you sure this model about fall_floor can work?
Or you can give your testing result about fall_floor

I had tested many times ,but no work

940655439 · July 15, 2024, 9:13am

hello

fanzh · July 15, 2024, 9:40am

about model retraining and performance, please refer to the model doc mentioned on July 12. As the doc said, The models are trained on a subset of HMDB51. We pick videos of walk, ride_bike, run, fall_floor and push out of HMDB51 to form HMDB5. you can get the fall_floor related video in HMDB51.

940655439 · July 15, 2024, 10:33am

I also downloaded the videos , and find not fall floor .I think your model did not support to check this type.
Did you test before? I test 50 videos.

FPS(cur/avg): 37.65 (37.65) 37.66 (37.66) 37.42 (37.42) 37.42 (37.42) 37.65 (37.65)
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.766, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.140, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.837, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.377, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.795, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.179, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.836, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.627, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.801, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.037, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.878, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.000, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.811, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.711, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.909, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.456, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.823, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.696, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.905, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.728, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.851, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.696, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.907, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.979, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.850, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.605, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.939, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.766, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.879, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.514, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.981, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.109, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.928, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.416, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.979, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.994, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.913, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.454, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.923, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.053, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.884, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.628, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.916, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.269, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.869, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.620, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.928, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.788, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.874, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.632, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.894, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.247, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.838, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.760, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.822, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.978, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.842, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.972, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.790, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.965, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.857, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.079, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.781, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.152, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.899, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.150, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.739, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.949, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.848, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.249, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.660, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.823, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.869, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.443, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.623, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.590, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.873, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.512, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.625, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.296, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.880, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.420, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.593, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.199, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.801, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.429, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.545, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.386, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.864, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.450, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.581, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.615, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.880, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.528, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.601, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.152, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.905, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.349, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.605, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.445, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.827, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.067, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.583, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.133, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.900, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.004, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.577, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.776, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.921, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.914, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.569, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.131, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.949, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.901, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
FPS(cur/avg): 20.75 (22.51) 20.75 (22.51) 20.75 (22.62) 20.75 (22.62) 20.75 (22.51)
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.545, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.599, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.851, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.568, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.507, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.610, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.972, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.579, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.474, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.537, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.020, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.709, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.487, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.281, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.058, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.690, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.457, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.646, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.015, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.429, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.437, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.373, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.202, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.284, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.421, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.108, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.245, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.262, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.455, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.422, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.249, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.402, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.436, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.681, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.232, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.275, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.449, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.524, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.326, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.048, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.410, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.412, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.294, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:2.861, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.433, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.761, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.373, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:2.808, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.424, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.302, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.381, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:2.647, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.488, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.231, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.440, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:2.565, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.513, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.082, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.490, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:2.466, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.582, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.160, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.393, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.463, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.575, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.412, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.429, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.448, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.662, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.227, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.436, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.341, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.701, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.846, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.362, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.145, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.830, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.589, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.156, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.285, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.861, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.627, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.046, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.255, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.948, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.539, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.118, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.097, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.029, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.196, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.082, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:1.872, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.153, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.733, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.753, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:1.896, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.140, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.611, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.660, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:1.942, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.147, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.455, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.798, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:1.994, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.194, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.510, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.659, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.017, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.281, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.357, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.453, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.258, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.291, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.003, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.387, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.213, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.384, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.034, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.394, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.163, label: walk
FPS(cur/avg): 25.73 (23.53) 25.73 (23.53) 25.73 (23.60) 25.73 (23.60) 25.73 (23.53)
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.498, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.280, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.340, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.087, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.588, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.004, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.222, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.226, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.580, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.428, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.075, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.221, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.621, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.343, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.142, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.264, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.642, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.148, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.112, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.090, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.651, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.661, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.042, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.211, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.652, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.162, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:1.945, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.277, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.575, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.080, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.113, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:2.305, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.513, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.018, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.086, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.132, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.539, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.825, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.011, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.316, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.609, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.741, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.009, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.321, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.527, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.598, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.230, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:2.582, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.487, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.619, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.180, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.016, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.462, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.598, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.129, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.401, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.526, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.518, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.137, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.541, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.556, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.307, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.332, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.743, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.512, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.282, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.421, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.075, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.459, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.405, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.329, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.229, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.512, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.575, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.368, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.418, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.488, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.455, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.547, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.575, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.397, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.439, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.684, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.791, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.406, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.857, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.504, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.552, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.389, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.056, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.492, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.159, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.358, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.865, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.634, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.215, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.314, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.601, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.590, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.097, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.387, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.983, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.554, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.890, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.368, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.039, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.407, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.865, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.339, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.764, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.523, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.148, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.366, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.884, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.765, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.005, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.487, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.540, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.591, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.881, label: ride_bike
FPS(cur/avg): 25.82 (24.07) 25.82 (24.07) 25.82 (24.12) 25.82 (24.12) 25.82 (24.07)
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.400, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:9.990, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.462, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.688, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.360, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.105, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.637, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.046, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.357, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:10.767, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.784, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.760, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.427, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.418, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.792, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.342, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.268, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.487, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.853, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.281, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.191, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:11.496, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.017, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.663, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.216, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.253, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.131, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:3.516, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.302, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.103, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.167, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.084, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.110, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.863, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.085, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.337, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.016, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.829, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.150, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.368, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.071, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.123, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.186, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.382, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.158, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.597, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.354, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.499, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.954, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.830, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.421, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.680, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.893, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:12.910, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.274, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.680, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.956, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.507, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.186, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.798, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.000, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:14.047, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.222, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.932, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.897, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.405, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.209, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.891, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.861, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.379, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.058, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.683, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.886, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.749, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.001, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.802, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.813, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:14.393, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.024, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.707, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.668, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.946, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.926, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.664, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.570, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.794, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.833, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.555, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.538, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:13.908, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.784, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.548, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.478, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:14.492, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.830, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.599, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.396, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:14.577, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.741, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.561, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.338, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:14.515, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.651, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.536, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.356, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:14.678, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.564, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.733, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.354, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.335, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.673, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.927, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.339, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.197, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.670, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.916, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.383, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.213, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.720, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.365, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
FPS(cur/avg): 25.89 (24.42) 25.89 (24.42) 25.89 (24.45) 25.89 (24.45) 25.89 (24.42)
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.409, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.571, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.696, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.760, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.431, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.574, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.780, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.133, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.460, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.171, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.767, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.191, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.623, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.463, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.884, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.402, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.688, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.555, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.727, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.585, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.730, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.244, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.796, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.592, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.822, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.190, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.801, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.687, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.023, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.613, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.026, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.979, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.181, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.139, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.908, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.937, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.240, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.299, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.963, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.902, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.347, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.475, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:2.928, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.847, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.555, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.837, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.116, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.944, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.684, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:17.198, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.029, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.839, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.828, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:17.148, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.075, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.898, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.902, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.798, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.110, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.858, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.064, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:17.168, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.223, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.049, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.105, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:17.481, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.080, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.147, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.121, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.893, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.102, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.405, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.129, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.583, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.155, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.518, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.185, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.280, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.261, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.860, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.178, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:16.381, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.195, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.049, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.146, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.830, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.204, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.072, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.240, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.679, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.173, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.978, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.245, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.337, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.178, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.075, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.247, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.685, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.130, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.914, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
nvstreammux: Successfully handled EOS for source_id=2
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.318, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.343, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.036, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.091, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
nvstreammux: Successfully handled EOS for source_id=1
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.438, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.431, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.006, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.356, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.466, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.244, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.050, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.732, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.464, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.436, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 3, scrore:3.121, label: run
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.694, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.441, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:15.278, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:8.065, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
FPS(cur/avg): 25.94 (24.63) 25.94 (24.63) 25.83 (24.63) 25.94 (24.66) 26.42 (24.77)
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.403, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:8.144, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.449, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:8.264, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.489, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:8.114, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.449, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:8.164, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.405, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.953, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.512, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.952, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.448, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.735, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.367, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.570, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.314, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.450, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.373, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.093, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.167, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.787, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:7.026, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.528, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.938, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.338, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.984, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.224, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.925, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.219, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.861, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.491, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.780, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.429, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.747, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.548, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.625, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.500, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.377, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.598, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.409, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.042, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.419, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.885, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.126, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.889, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.999, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.038, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.996, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.619, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:6.017, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.720, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.744, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.943, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.637, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.120, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.512, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.802, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.465, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.972, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
FPS(cur/avg): 81.92 (29.09) 25.94 (24.63) 25.83 (24.63) 81.92 (29.10) 81.92 (29.22)
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.273, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.329, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.218, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.639, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.262, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.591, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.245, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.994, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.139, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.208, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.080, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.623, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.152, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.446, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.155, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.470, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.137, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.650, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.122, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.943, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.196, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.676, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.171, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.382, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.137, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.039, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.179, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:7.294, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.227, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.904, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.241, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.750, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.268, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.374, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.331, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.678, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.305, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.472, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.271, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.205, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.300, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.046, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.329, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.633, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.270, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.536, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.307, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.128, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.302, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.197, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.372, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.602, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.343, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.407, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.370, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.030, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.363, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.061, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.394, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:6.016, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
FPS(cur/avg): 80.95 (32.88) 25.94 (24.63) 25.83 (24.63) 80.95 (32.88) 80.95 (33.00)
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.329, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.435, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.333, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.087, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.288, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.129, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
nvstreammux: Successfully handled EOS for source_id=0
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.330, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.950, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 2, scrore:5.225, label: walk
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.707, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.685, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.980, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.742, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.558, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.547, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.747, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.557, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.507, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.698, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:5.022, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.661, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.563, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.478, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.623, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.613, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.632, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.353, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.401, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.729, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.811, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.471, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.426, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.680, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.690, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.207, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
FPS(cur/avg): 80.47 (33.53) 25.94 (24.63) 25.83 (24.63) 116.71 (38.41) 116.72 (38.44)
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:3.969, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.352, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 0, scrore:4.442, label: push
[DEBUG: DS_3DAR] classification result: cls_id: 0, label: push
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.043, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.362, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.723, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:4.966, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.045, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.074, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.148, label: ride_bike
nvstreammux: Successfully handled EOS for source_id=4
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.324, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.041, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.221, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.540, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.991, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.803, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:5.958, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:6.305, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:6.670, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:6.141, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:6.017, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:6.461, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:6.655, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:6.480, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:6.524, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.419, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.439, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.320, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.227, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.845, label: ride_bike
FPS(cur/avg): 80.47 (33.53) 25.94 (24.63) 25.83 (24.63) 61.40 (43.09) 115.70 (40.37)
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.738, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.557, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.444, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.069, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.975, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.010, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.714, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.673, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.684, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.253, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:7.663, label: ride_bike
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.342, label: ride_bike
nvstreammux: Successfully handled EOS for source_id=3
[DEBUG: DS_3DAR] output tensor result: cls_id: 4, scrore:8.340, label: ride_bike

940655439 · July 15, 2024, 10:41am

you can not find any fall_floor in output message.And the video is about fall_floor.

I think this model can not support to check fall_floor…
I want to ask a question Did this model can not support to check fall_floor?
Because all resourse you motioned about I had testing many times.

If support , please give me some testing result and testing method.
The problem is deepstream-3d-action-recognition

I think this model can not support to check fall_floor…
I had tried many times.
Thanks you very much

you can directly answer my question Did this model can not support to check fall_floor?

940655439 · July 15, 2024, 11:15am

I use video below
Uploading: falldown.avi…

fanzh · July 17, 2024, 9:28am

sorry for the late reply! please find fall_floor in this link.

940655439 · July 17, 2024, 9:46am

I also don not find any info about fall_floor in the link you gave
What is the purpose of you gave me the link? I can find the video about fall_floor or I should train the model?

fanzh · July 17, 2024, 9:50am

please refer to " 2.1 Prepare dataset" part in the link above. the video should be in $HOST_DATA_DIR/videos/fall_floor.rar.

940655439 · July 17, 2024, 9:54am

first I should download this url http://serre-lab.clps.brown.edu/wp-content/uploads/2013/10/hmdb51_org.rar?
It seem that I downloaded this video before . The video in that don’t work . I can try it . If not supported , I also reflect this problem .Thanks.I will give you a reply tomorrow

fanzh · July 18, 2024, 2:53am

As the picture shown, I can get “fall_floor” action recognition on Orin with DS7.0. I only set the video path in the configuration file.

940655439 · July 18, 2024, 3:53am

I test this programs with terminal… Do you help me find the reason why not the output have info about fall_floor

I test this programs with terminal… Do you help me find the reason why not the output have info about fall_floor.

And I find the output not have infomation about run with 2d model

The test can not use graphical desktop
like below
We can not use graphical desktop And Showing message in the window is not the end

fanzh · July 19, 2024, 7:47am

I tested with 3d model. here is the whole log log-0719.txt (186.9 KB).

940655439 · July 19, 2024, 9:54am

log.txt (76.9 KB)
The video is same , but it doesn’t work

fanzh · July 19, 2024, 10:05am

are you using model resnet18_3d_rgb_hmdb5_32.etlt? did you modify the code or configurations? I only set the test file name in the configuration file.

940655439 · July 22, 2024, 1:33am

can the “fall_floor” can not be detected.
the score is negative

this problem is not be done