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Object Detection and Recognition Based on Deep Learning | Synapse

April 4, 2026Open Access

Object Detection and Recognition Based on Deep Learning

Key Points

To explore how deep learning has revolutionized object detection and recognition technologies.
Analysis of deep learning architectures
Review of large annotated datasets
Examination of modern hardware capabilities
Significant improvements in detection accuracy
Enhanced recognition capabilities across various applications
Increased computational efficiency in processing tasks

Abstract

Object detection and recognition have undergone a profound transformation over the past decade, driven by the rapid evolution of deep learning architectures, the availability of large annotated datasets, and the increasing computational power of modern hardware ...

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Authors

V

Vincenzo Carletti

A

Alessia Saggese

P

Paolo Spagnolo

Journals

Sensors

Actions

Institutions

National Research Council

University of Salerno

References and Citations

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Cite this study

Carletti et al. (Thu,) studied this question.

www.synapsesocial.com/papers/69d0aefd659487ece0fa4e2e — DOI: https://doi.org/10.3390/s26072200