Quality of Life Prediction on Walking Scenes Using Deep Neural Networks and Performance Improvement Using Knowledge Distillation

Quality of Life Prediction on Walking Scenes Using Deep Neural Networks and Performance Improvement Using Knowledge Distillation

The well-being of residents is a top priority for megacities, which is why urban design and sustainable development are crucial topics. Quality of Life (QoL) is used as an effective key performance index (KPI) to measure the efficiency of a city plan’s quantity and quality factors. For city dwellers...

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Bibliographic Details
Main Authors: Thanasit Rithanasophon, Kitsaphon Thitisiriwech, Pittipol Kantavat, Boonserm Kijsirikul, Yuji Iwahori, Shinji Fukui, Kazuki Nakamura, Yoshitsugu Hayashi
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Electronics
Subjects:
quality of life
walking scene
walkability
semantic segmentation
object detection
deep convolutional neural networks
Online Access:https://www.mdpi.com/2079-9292/12/13/2907

Internet

https://www.mdpi.com/2079-9292/12/13/2907

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