- Whitepapers
Technical Guidelines
Technical whitepapers and deployment frameworks covering Edge AI architecture, model optimization, silicon-specific guidance, and vertical deployment playbooks from the ModelNova engineering team and the embedUR organization.
Optimizing Memory on SoCs with Zephyr RTOS
Discover embedUR’s practical techniques for Zephyr RTOS memory optimization, covering RAM, flash, heap allocation and Wi-Fi stack challenges.
6 Real-World Vision Projects You Can Build on Fusion Studio
This post highlights six AI Vision projects that can be built on Fusion Studio. Each project is realistic, locally adaptable, and suitable for lightweight systems.
A Wearable Voice: Designing AI That Detects Pain and Distress For Non-verbal Patients
Even with constant attention and care for people who can’t easily communicate, silent suffering still slips through. Here’s how medical-grade AI-powered wearables can help give your loved ones a voice.
Optimizing Memory on SoCs with Zephyr RTOS
Discover embedUR’s practical techniques for Zephyr RTOS memory optimization, covering RAM, flash, heap allocation and Wi-Fi stack challenges.
6 Real-World Vision Projects You Can Build on Fusion Studio
This post highlights six AI Vision projects that can be built on Fusion Studio. Each project is realistic, locally adaptable, and suitable for lightweight systems.
A Wearable Voice: Designing AI That Detects Pain and Distress For Non-verbal Patients
Even with constant attention and care for people who can’t easily communicate, silent suffering still slips through. Here’s how medical-grade AI-powered wearables can help give your loved ones a voice.
Optimizing Memory on SoCs with Zephyr RTOS
Discover embedUR’s practical techniques for Zephyr RTOS memory optimization, covering RAM, flash, heap allocation and Wi-Fi stack challenges.
6 Real-World Vision Projects You Can Build on Fusion Studio
This post highlights six AI Vision projects that can be built on Fusion Studio. Each project is realistic, locally adaptable, and suitable for lightweight systems.
A Wearable Voice: Designing AI That Detects Pain and Distress For Non-verbal Patients
Even with constant attention and care for people who can’t easily communicate, silent suffering still slips through. Here’s how medical-grade AI-powered wearables can help give your loved ones a voice.
Optimizing Memory on SoCs with Zephyr RTOS
Discover embedUR’s practical techniques for Zephyr RTOS memory optimization, covering RAM, flash, heap allocation and Wi-Fi stack challenges.
6 Real-World Vision Projects You Can Build on Fusion Studio
This post highlights six AI Vision projects that can be built on Fusion Studio. Each project is realistic, locally adaptable, and suitable for lightweight systems.
A Wearable Voice: Designing AI That Detects Pain and Distress For Non-verbal Patients
Even with constant attention and care for people who can’t easily communicate, silent suffering still slips through. Here’s how medical-grade AI-powered wearables can help give your loved ones a voice.
Optimizing Memory on SoCs with Zephyr RTOS
Discover embedUR’s practical techniques for Zephyr RTOS memory optimization, covering RAM, flash, heap allocation and Wi-Fi stack challenges.
6 Real-World Vision Projects You Can Build on Fusion Studio
This post highlights six AI Vision projects that can be built on Fusion Studio. Each project is realistic, locally adaptable, and suitable for lightweight systems.
A Wearable Voice: Designing AI That Detects Pain and Distress For Non-verbal Patients
Even with constant attention and care for people who can’t easily communicate, silent suffering still slips through. Here’s how medical-grade AI-powered wearables can help give your loved ones a voice.