Scalable pipelines for instant object detection: deploying YOLO models with Apache Kafka for high-throughput inference

I. Oztel; C. Ceken

Vestnik of M. Kozybayev North Kazakhstan University
Vestnik Severo-Kazahstanskogo universiteta imeni Manaša Kozybaeva

ISSN 2958-003X (Print)
ISSN 2958-0048 (Online)

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Oztel I., Ceken C. Scalable pipelines for instant object detection: deploying YOLO models with Apache Kafka for high-throughput inference. Vestnik of M. Kozybayev North Kazakhstan University. 2025;(2 (66)):194-206. https://doi.org/10.54596/2958-0048-2025-2-194-206

This work is licensed under a Creative Commons Attribution 4.0 License.

ISSN 2958-003X (Print)
ISSN 2958-0048 (Online)

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About the Authors

I. Oztel
Sakarya University
Turkey

Ismail Oztel, Assistant Professor, Department of Computer Engineering, Faculty of Computer and Information Sciences, Intelligent Software Systems Research Lab

Sakarya

C. Ceken
Sakarya University; Manash Kozybayev North Kazakhstan University NPLC
Turkey

Celal Ceken, corresponding author, Professor, Department of Computer Engineering, Sakarya
University; Professor, Manash Kozybayev North Kazakhstan University NPLC, International Campus

Sakarya, Petropavlovsk

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