Browsing by Subject "Object Detector"

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OPTIMIZATION OF THE REAL-TIME STATE-OF-THE-ART YOLOV4 OBJECT DETECTOR BY MODIFIED NECK STRUCTURE

Mussagaliyev, Bibarys (Nazarbayev University School of Engineering and Digital Sciences, 2022-05)

The state-of-the-art YOLOv4 object detector has already demonstrated its effective inference (65 frames per second (FPS) on V100 Tesla) and relatively high accuracy on MSCOCO dataset (mAP 43.5 %) in real-time mode. ...