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NVIDIA / object-detection-tensorrt-example

Running object detection on a webcam feed using TensorRT on NVIDIA GPUs in Python.
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How can I try this on Jetson Xavier? #15

Closed guillebot closed 4 years ago

guillebot commented 4 years ago

I know it's a different architecture but is it possible to install tensorrt+opencv.

Any hints about how to port this sample?

thanks

Kmarconi commented 4 years ago

If you are on the latest JetPack(4.3) ,use this command sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v43 tensorflow==1.15.2+nv20.2 to install tensorflow and check https://docs.nvidia.com/deeplearning/frameworks/install-tf-jetson-platform/index.html to see if you have all required packages for tf and then you should be good to go ( actually tested the FP32 model and i'm running at 50 FPS on my Xavier)

guillebot commented 4 years ago

Thank you very much for your time.

Kmarconi commented 4 years ago

Np :) Running at 100 FPS with INT8 Precision now, amazing

guillebot commented 4 years ago

May I ask the camera specs? resolution, colors, bit depth?

I intend to run it on a couple of e-con systems 4k cameras.

thanks

On Mon, Mar 9, 2020 at 10:32 AM Kmarconi notifications@github.com wrote:

Np :) Running at 100 FPS with INT8 Precision now, amazing

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Kmarconi commented 4 years ago

Only one 1080p camera for me