For citations:

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