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Anglický jazyk
Detecting Threats in X-ray Scans with YOLOv5 and YOLOv6
Autor: Varsha Jadhav
Improving public safety is essential for both citizens and governments. The monitoring and baggage inspections that are part of the current security protocols are crucial. By employing object detection for automated baggage security, this project enhances... Viac o knihe
Na objednávku, dodanie 2-4 týždne
40.68 €
bežná cena: 45.20 €
O knihe
Improving public safety is essential for both citizens and governments. The monitoring and baggage inspections that are part of the current security protocols are crucial. By employing object detection for automated baggage security, this project enhances existing systems.Threats are successfully identified during X-ray scanning with the use of deep learning techniques, particularly Transfer Learning with YOLOv5 and YOLOv6. A strong dataset is produced for model training with the use of GANs and data augmentation.This system helps stop dangerous objects from entering public spaces by concentrating on detecting items like knives and guns. This lowers risks and promotes a safer atmosphere. This research emphasises how crucial cutting-edge technology is to preventative security measures.
- Vydavateľstvo: LAP LAMBERT Academic Publishing
- Rok vydania: 2024
- Formát: Paperback
- Rozmer: 220 x 150 mm
- Jazyk: Anglický jazyk
- ISBN: 9786207808861
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