FedPylot is an open-source lightweight MPI-based program designed to explore and simplify the federated training of real-time object detection models, particularly for the purpose of autonomous ...

Abstract: The review of "Real-Time Video Object Detection using Deep Learning" provides an extensive analysis of the state-of-the-art in deep learning-powered real-time video object recognition ...

Abstract Over the past years, YOLOs have emerged as the predominant paradigm in the field of real-time object detection owing to their effective balance between computational cost and detection ...

Abstract: The YOLO series has become the most popular frame-work for real-time object detection due to its reasonable trade-off between speed and accuracy. However, we observe that the speed and ...