When Docker, IoT and AI Meet Together.... Highlights: - Opendatacam is 100% Open Source solution - Quantifies and tracks moving objects with Live Video Analysis - Runs on Linux and CUDA GPU enabled hardware - Runs completely on Docker Containers as well as support K3s. Read the Full Story - https://collabnix.com/object-detection-with-yolo-using-docker-19-03-on-nvidia-jetson-nano/ Hear me LIVE on 10th October while I talk about Running Docker Container which uses GPU on Jetson Nano for Implementing Object Detection and Analytics.

1. Quantifying Your World with AI & Docker
on the Edge

2. - Blogger @ Collabnix
- Docker Captain
- DevRel at Redis Labs
- Docker Community Leader
- ARM Innovator
- Tip of Captain’s Hat Award Winner
- {code} Catalyst by Dell EMC
- Worked in Dell, VMware & CGI
$whoami
@ajeetsraina
www.collabnix.com

3. - Benefits of Containers for AI Adopters
- AI on IoT
- Introducing OpenDatacam
- GPU Support under Docker 19.03
- Demo on Deep Learning Implementation
Agenda

4. AI + Docker + IoT

5. Benefits of Containers for AI Adopters

6. Around 94% of AI Adopters are using or plan to
use containers within 1 year time.
Source: 451 Research

7. AI + Docker + IoT

10. NVIDIA Jetson Nano
2GB
New
Launch

11. When AI, Docker
& IoT Come
Together

12. Introducing OpenDatacam

13. - 100% Open Source solution
- Quantifies and tracks moving objects with Live Video Analysis
- Runs on Linux and CUDA GPU enabled hardware
- Runs completely on Docker Containers as well as support K3s.
What is OpenDatacam?

14. ● Nvidia Jetson Nano / Xavier NX / Xavier or any GNU/Linux x86_64 machine
with a CUDA compatible GPU (Nvidia)
● Webcam Logitech C222, C270, C310, C920 / Raspberry Pi cam for Jetson
nano / a Video file / IP camera
● A smartphone / tablet / laptop that you will use to operate the system
Infrastructure Setup

15. - Introduced for the first time in Docker 19.03
- Support for Docker Compose ( Workaround)
- Need to install NVIDIA Container Toolkit
- The nvidia-container-runtime is only available for Linux
$ docker run --gpus all --rm nvidia/cuda nvidia-smi
GPU support under Docker 19.03

16. Running Opendatacam on Nano
Build on Open Source
● Open the daemon.json ( /etc/docker/daemon.json)
{
"runtimes": {
"nvidia": {
"path": "/usr/bin/nvidia-container-runtime",
"runtimeArgs": []
}
}
}
● Restart docker
$ systemctl restart docker
You also need to install nvidia-container-runtime
$ sudo apt install nvidia-container-runtime
$ wget -N
https://raw.githubusercontent.com/opendatacam
/opendatacam/v2.1.0/docker/install-opendataca
m.sh
$ chmod 777 install-opendatacam.sh
$./install-opendatacam.sh --platform nano

17. It’s Demo Time

18. - https://github.com/opendatacam/opendatacam
- https://collabnix.com/object-detection-with-yolo-using-docker-
19-03-on-nvidia-jetson-nano/
Reference

19. Thank YOu