Overview
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Discover how modern printers and edge devices are revolutionizing document processing through on-device AI capabilities that eliminate the need for cloud connectivity. Learn about cutting-edge technologies including Qwen 2.5-VL for text and image reasoning, Flux-based diffusion models for creative visual edits, and GGUF quantization techniques that enable 7B parameter models to run efficiently on modest GPUs. Explore comprehensive pre- and post-processing workflows that deliver real-time document intelligence while maintaining complete data privacy through local processing. Examine practical hardware implementations ranging from NVIDIA optimizations to fallback solutions using smartphones and AI PCs, with detailed coverage of privacy-by-design architecture that keeps sensitive documents secure. Master the technical aspects of extracting tables, translating text, reformatting layouts, and generating intelligent edits directly on your local devices without compromising privacy or requiring internet connectivity.
Syllabus
Your Printer Just Got Smarter: On-Device Document AI Is Here
Taught by
EDGE AI FOUNDATION