Joseph Redmon, Santosh Divvala, Ross Girshick, & Ali Farhadi (2016), References, Textbook of AI

Joseph Redmon, Santosh Divvala, Ross Girshick, & Ali Farhadi (2016)

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 779-788.

DOI: https://doi.org/10.1109/cvpr.2016.91

Abstract. Introduces YOLO, the first single-stage object detector that predicts bounding boxes and class probabilities in a single forward pass. YOLO achieved real-time detection at 45 frames per second, establishing a new paradigm of fast unified detectors.

Tags: cnn object-detection yolo

AI tools used: Claude (research, coding, text), ChatGPT (diagrams, images), Grammarly (editing).

You Only Look Once: Unified, Real-Time Object Detection