From the TinyML Summit in Milan, Italy, embedUR Systems Inc., a leader in embedded systems and Edge AI, has announced the launch of ModelNova, an innovative software hub designed to accelerate Edge AI development. As a sponsor partner of TinyML, embedUR is excited to introduce this groundbreaking platform that simplifies the creation and deployment of intelligent applications on edge devices.
1. Overview of ModelNova
- A model zoo for pre-trained AI models optimized for different software frameworks and low-power hardware platforms.
- Streamlines Edge AI product development, enabling rapid prototyping and deployment.
2. Challenges Addressed by ModelNova
- Complexity in selecting, creating, training, porting, and optimizing AI models for various hardware platforms.
- The need for extensive expertise in low-level firmware and silicon optimization.
3. Features of ModelNova
- Offers a diverse collection of pre-trained models for AI Vision, Speech, Sound, and more.
- Models are fine-tuned to run on multiple hardware and software architectures.
- Adapted for real-world applications to maximize performance and minimize power usage.
4. Statements from Key Figures
- John Marconi, VP Technology at embedUR: Emphasizes the platform’s role in removing barriers to AI prototyping and development.
- Rajesh C. Subramaniam, Founder and CEO of embedUR: Highlights the platform’s potential to speed up product development and bring AI solutions to more users.
- Vikram Gupta, Senior VP and General Manager of IoT Processors at Synaptics: Discusses ModelNova’s ability to accelerate developer journeys for IoT Edge AI.
- Pete Bernard, Executive Director of the TinyML Foundation: Praises ModelNova as an exciting resource for the developer community.
5. Key Benefits of ModelNova
- Rapid Prototyping: Download pre-trained models and quickly evaluate their feasibility on different platforms.
- Streamlined Development: Adapt or retrain existing models for new functions, reducing the workload.
- Access to Edge AI Expertise: Assistance from embedUR in model optimization, training, and hardware integration.
6. Encouragement to Silicon Vendors and Platform Creators
- Silicon vendors and platform creators are invited to collaborate with embedUR to have ModelNova’s library of models ported to and optimized on their new devices.
ModelNova by embedUR Systems revolutionizes Edge AI development by providing developers with pre-trained models optimized for various hardware platforms. This platform significantly reduces the time and expertise required to develop and deploy intelligent applications, enabling businesses across sectors to explore new market opportunities with minimal upfront investment and risk.
