Bruno Sanguinetti | CEO
Dotphoton

Bruno Sanguinetti, CEO, Dotphoton

Dr Bruno Sanguinetti is a co-founder of Dotphoton and a CEO. After years of academic research in quantum optics, Bruno has dedicated the past decade to bringing cutting-edge quantum cryptography and metrology technologies to the market. His expertise extends to processing photonic information algorithms, sensor characterization, image compression, error correction and cryptographic functions. Bruno is a member of the ITU/WHO Focus Group on Artificial Intelligence for Health (FG-AI4H) as part of AI for Good (WHO), working on the standardisation of AI technology for reliable deployment in real-world applications; as well as a co-chair of the QUAREP-LiMi WG10 standardising image quality metrics.

Appearances:



Day 2 (27th June) @ 11:00

AI workflows for big image data: compression, synthetic images and quality assurance

Building AI models on high-quality image data is crucial for next-generation products in various applications, including medical diagnostics, drug development, and lab automation. However, managing the quality and volume of these images is challenging. We introduce Jetraw, which streamlines image-based workflows to develop scalable, quality-assured AI systems. It traces images to their source device, treating them as physical measurements (raw photon counts). This approach enables high-performance compression (up to 8:1), accurate synthetic data generation, and precise quality assurance, assuring efficient handling of petabytes of images. We'll share best practices from collaboration with sensor manufacturers, standardisation bodies, and AI scientists. 

last published: 17/Jun/24 14:15 GMT

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