DeepCamera
AI based intruder detection for any cameras
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=0Port:554 - Ip Camera Lite on IOS: URL Path:
/livePort: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