An innovative smart home application developed during nwHacks2025 in just 24 hours. It unifies major smart home standards and leverages Wi-Fi CSI (Channel State Information) for presence detection and gesture recognition, eliminating the need for intrusive cameras. With Omni, users can seamlessly automate tasks, control devices, and monitor their home’s environment through an intuitive web application, all while prioritizing privacy and convenience.
Important
While the current repository contains the core application, additional hardware will be required to fully experience Omni's full functionality which includes a Wi-Fi CSI module, a Google Coral Edge TPU, and the setup of a live stream server to connect the app to your home environment. We are actively working on improving the project to make it easier for others to test and use in the future as we continue development beyond the hackathon.
Check out the devpost submission here.
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| Login Page | Rooms Page |
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| Devices Page | Automations Page |
- Bhavnoor Saroya GitHub LinkedIn
- Mangat Toor GitHub LinkedIn
- Noufil Saqib GitHub LinkedIn
- Towa Quimbayo GitHub LinkedIn
- React.js
v18.3.1 - React Audio Visualize
v1.2.0 - React Helmet
v6.1.0 - Hls.js
v1.5.19 - TailwindCSS
v3.4.17 - TypeScript
v5.6.2 - Vite
v6.0.5 - Python
- Flask
v3.0.3 - Keras
v2.13.1 - Numpy
v1.24.3 - Pandas
v2.0.3 - PyAudio
v0.2.14 - Scikit-Learn
v1.3.2 - Transformers
v4.46.3
- Wi-Fi CSI Detection: Utilizes Wi-Fi CSI (Channel State Information) to detect motion, recognize gestures, and identify room-level presence without the need for using intrusive cameras.
- Privacy-First Design: Eliminates the need for cameras, ensuring greater privacy in sensitive areas like bathrooms or bedrooms.
- Room Statistics Dashboard: Displays real-time data for connected rooms including temperature, humidity, and power consumption.
- Integrated Thermostat: Control and adjust your room’s temperature directly from the app.
- Room Live Stream: Set up live camera feeds for enhanced monitoring, enabling you to view specific rooms directly through the app.
- Device Management: View, connect, and control a list of smart devices including lights, speakers, doors, vacuums, and more with ease, providing full control over your smart home ecosystem.
- Customizable Automation: Create tailored automations such as turning on entrance lights, starting a coffee machine, and playing music upon detecting your arrival.
- Local Speech Processing: Leveraging a Google Coral Edge TPU, Omni processes voice commands locally for faster, more private interactions.
- Wake-Word Detection: Includes natural language processing to understand and execute commands, enabling natural interaction with your smart home.