Intel SceneScape Integrations

The Intel Open Edge Platform streamlines the process of developing, deploying, and scaling AI and edge computing solutions using conventional hardware while achieving cloud-like efficiency. It offers a carefully selected array of components and workflows designed to expedite the creation, optimization, and development of AI models. Covering a range of applications from vision models to generative AI and large language models, the platform equips developers with the necessary tools to facilitate seamless model training and inference. By incorporating Intel’s OpenVINO toolkit, it guarantees improved performance across Intel CPUs, GPUs, and VPUs, enabling organizations to effortlessly implement AI applications at the edge. This comprehensive approach not only enhances productivity but also fosters innovation in the rapidly evolving landscape of edge computing.

NetsPresso serves as an advanced platform for optimizing AI models with a strong focus on hardware awareness. It facilitates on-device AI applications across various sectors, making it an essential tool for developing hardware-aware AI models. The incorporation of lightweight models like LLaMA and Vicuna allows for highly efficient text generation capabilities. Additionally, BK-SDM represents a streamlined version of Stable Diffusion models. Vision-Language Models (VLMs) effectively merge visual information with natural language processing. By addressing challenges associated with cloud and server-based AI solutions—such as limited connectivity, high expenses, and privacy concerns—NetsPresso stands out in the field. Furthermore, it operates as an automated model compression platform, effectively reducing the size of computer vision models to ensure they can function independently on smaller and less powerful edge devices. By optimizing target models through various compression techniques, the platform successfully minimizes AI models while maintaining their performance integrity. This dual focus on efficiency and effectiveness positions NetsPresso as a leader in the field of AI optimization.