kustomzone / deepcamera

DeepCamera is intrusion detection AI camera for Home-Assistant delivered by SharpAI. SharpAI empowers your traditional CCTV/NVR and surveillance cameras with machine learning technologies. It provides DeepCamera, fall detection and parking lot monitoring with the inference engine on your local device.

Intrusion detection AI camera with Home-Assistant

DeepCamera empowers your traditional surveillance cameras and CCTV/NVR with machine learning technologies. It provides open source facial recognition based intrusion detection, fall detection and parking lot monitoring with the inference engine on your local device.

SharpAI-hub is the cloud hosting for AI applications which help you deploy AI applications with your CCTV camera on your edge device in minutes.

Install SharpAI-Hub CLI

Support Jetson Nano/Xavier AGX/Windows/Linux/MacOS

• Register account on SharpAI website
• Install sharpai-hub: pip3 install sharpai-hub
• Login on device: sharpai-cli login
• Register device: sharpai-cli device register

Start SharpAI Application

sharpai-cli <application name> start

Application	SharpAI CLI Name	Integration	Support Device	Support OS
Intruder Detection	deepcamera	Home-Assistant	Intel Nuc/Jetson Nano	Windows/Linux/MacOS
Local Intruder Detection	local_deepcamera	Home-Assistant	Intel Nuc	Windows/Linux/MacOS
Parking Lot monitor	yoloparking	Shinobi CCTV	Jetson AGX	Linux
Fall Detection	falldetection	Shinobi CCTV	Jetson AGX	Linux

Tested Devices

Edge AI Devices / Workstation

• Jetson Nano (ReComputer j1010)
• Jetson Xavier AGX
• MacOS 12.4
• Windows 11
• Ubuntu 20.04

Tested Camera:

• DaHua / Lorex / AMCREST: URL Path: /cam/realmonitor?channel=1&subtype=0 Port: 554
• Ip Camera Lite on IOS: URL Path: /live Port: 8554

Support

• If you are using a camera but have no idea about the RTSP URL, please join SharpAI community for help.
• SharpAI provides commercial support to companies which want to deploy AI Camera application to real world.

Click to join sharpai slack channel

DeepCamera Architecture

DeepCamera Feature List

Commercial Version

• Provide real time pipeline on edge device
• E2E pipeline to support model customization
• Cluster on the edge
• Port to specific edge device/chipset
• Voice application (ASR/KWS) end to end pipeline
• ReID model
• Behavior analysis model
• Transformer model
• Contrastive learning
• Click to join sharpai slack channel for commercial support

FAQ

How to install python3

How to install pip3

How to install Docker-compose on Jetson Nano

sudo apt-get install -y libhdf5-dev python3 python3-pip
pip3 install -U pip
sudo pip3 install docker-compose==1.27.4

How to use web gui

How to config RTSP on GUI

Camera streaming URL format

How to create token for Telegram Bot(DOC W.I.P)

• Create Telegram Bot through @BotFather
• Set Telegram Token in Configure File
• Send message to the new bot you created

Contributions