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๐Ÿ“€NVIDIA DeepStream integrated GStreamer Plugin. It can blur objects with cuda cores on Jetson boards. Fast and smooth since everything is done on NVMM.๐ŸŽ

Makefile 10.53% C++ 89.47%
cuda-programming deepstream gstreamer gstreamer-plugins nvidia-jetson nvidia-jetson-nano opencv opencv4 jetson-agx-orin jetson-agx-xavier

gst-dsobjectsmosaic's Introduction

Gst-dsobjectsmosaic

This plugin blurs objects detected by NVIDIA nvinfer plugin. Fast and smooth since all the blurring processes are done with GPU.

Note: This plugin is for Jetson only, not works with dGPU.

Features

  • Blur objects with cuda
  • Change size of squares of mosaic
  • Specify class ids for which blur should be applied
  • Fast and smooth processing

Gst Properties

Property Meaning Type and Range
min-confidence Minimum confidence of objects to be blurred Double, 0 to 1
mosaic-size Size of each square of mosaic Integer, 10 to 2147483647
class-ids Class ids of objects for which blur should be applied Semicolon delimited integer array

Depedencies

  • DeepStream 6.1
  • OpenCV4 with CUDA support

Download and Installation

If your environment satisfies the requirements, just run following commands.

git clone https://github.com/seieric/gst-dsobjectsmosaic.git
cd gst-dsobjectsmosaic
sudo make -j$(nproc) install

gst-dsobjectsmosaic's People

Contributors

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Stargazers

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Watchers

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Forkers

huyunlei nikcleju

gst-dsobjectsmosaic's Issues

How to implement this plugin?

Thank you for sharing your knowledge!
Since this is not an official Nvidia plugin, is there some guidelines on how to use it?
Thank you!

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