Search Results for author: Sergio Saponara

Found 2 papers, 0 papers with code

Compressed Real Numbers for AI: a case-study using a RISC-V CPU

no code implementations11 Sep 2023 Federico Rossi, Marco Cococcioni, Roger Ferrer Ibàñez, Jesùs Labarta, Filippo Mantovani, Marc Casas, Emanuele Ruffaldi, Sergio Saponara

As recently demonstrated, Deep Neural Networks (DNN), usually trained using single precision IEEE 754 floating point numbers (binary32), can also work using lower precision.

People detection and social distancing classification in smart cities for COVID-19 by using thermal images and deep learning algorithms

no code implementations10 Sep 2022 Abdussalam Elhanashi, Sergio Saponara, Alessio Gagliardi

The achieved results show that the proposed method is suitable for the creation of a smart surveillance system in smart cities for people detection, social distancing classification, and body temperature analysis.

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