Movatterモバイル変換


[0]ホーム

URL:


Skip to content

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Sign up

Face Recognition on Edge and Cloud GPU. yolov7 to detect & arcface to recognize the faces. Built on deepstream with Azure IOT support

License

NotificationsYou must be signed in to change notification settings

cosmic-heart/AI-Surveillance

Repository files navigation

A surveillance system that uses AI with DeepStream Backend

DeepStream Development Environment

Refer docker/deepstream-dev.Dockerfile

DeepStream Overview

Build the container

docker build -t deepstream:dev -f deepstream-dev.Dockerfile ../

Run the container

xhost +SI:localuser:root
docker run --network=bridge --ipc=host --ulimit memlock=-1 --ulimit stack=67108864 --gpus all -it -v /tmp/.X11-unix:/tmp/.X11-unix -e DISPLAY=$DISPLAY --privileged -v /var/run/docker.sock:/var/run/docker.sock -v ./workspace/SurveillanceAI:/workspace/SurveillanceAI -p 2222:22 -p 8001:8000 -p 8554:8554 -p 9001:9001 deepstream:dev
composer# to start the graph-composer

Start RTSP Server:

cvlc v4l2:///dev/video0 --sout'#transcode{vcodec=h264,acodec=mpga,ab=128,channels=2,samplerate=44100}:rtp{sdp=rtsp://192.168.1.10:8554/}'

HELP

Refer https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_Overview.html

Business Requirements

Refer Devices ~ https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_Performance.html
Refer License ~ https://developer.download.nvidia.com/assets/Deepstream/LicenseAgreement-NGC_6.1.pdf

About

Face Recognition on Edge and Cloud GPU. yolov7 to detect & arcface to recognize the faces. Built on deepstream with Azure IOT support

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

[8]ページ先頭

©2009-2025 Movatter.jp