Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video

@article{Shafiee2017FastYA,
  title={Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video},
  author={M. Shafiee and Brendan Chywl and Francis Li and A. Wong},
  journal={ArXiv},
  year={2017},
  volume={abs/1709.05943}
}
Object detection is considered one of the most challenging problems in this field of computer vision, as it involves the combination of object classification and object localization within a scene. [...] Key Method First, we leverage the evolutionary deep intelligence framework to evolve the YOLOv2 network architecture and produce an optimized architecture (referred to as O-YOLOv2 here) that has 2.8X fewer parameters with just a ~2% IOU drop.Expand
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