Real World Deployment and Industry Applications

The humble printer - that device gathering dust in the corner of your office - is about to undergo a remarkable transformation. Thanks to advancements in generative AI, printers and scanners are evolving from passive endpoints into intelligent document processing powerhouses.Arniban from Wipro Limited unveils how visual language models (VLMs) like QN 2.5 VL and LayoutLMv3 are being deployed directly on edge devices rather than in the cloud. This breakthrough approach addresses critical data privacy concerns while eliminating the need for continuous network connectivity - perfect for sensitive enterprise environments where document security is paramount.These multimodal AI implementations enable remarkable capabilities that were previously impossible. Imagine a printer that can automatically extract complex tables from documents and convert them into visually appealing charts. Or one that can intelligently correct errors, translate content between languages, adapt layouts for visually impaired users, or even remove advertisements when printing web pages - all without sending your data to external servers.The technical implementation involves clever optimizations to run these sophisticated models on relatively constrained hardware. Through techniques like 4-bit quantization, image downscaling, and leveraging NVIDIA's optimized libraries, these models can function effectively on devices with 16GB of GPU memory - bringing AI intelligence directly to the point where documents are produced.While challenges remain in handling large documents and managing the thermal constraints of embedded devices, this technology marks the beginning of a new era in intelligent document processing. The days of printers as "dumb" input-output machines are numbered. The future belongs to intelligent endpoints that understand what they're printing and can transform it in ways that add tremendous value to users.Try imagining what your workflow could look like when your printer becomes your intelligent document assistant. The possibilities are just beginning to unfold.Send us Fan MailSupport the showLearn more about the EDGE AI FOUNDATION - edgeaifoundation.org