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REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs.

Caiwen DingShuo WangNing LiuKaidi XuYanzhi WangYun Liang
Published in: FPGA (2019)
Keyphrases
  • object detection
  • main contribution
  • theoretical framework
  • lightweight
  • cost effective
  • bayesian networks
  • database
  • neural network
  • feature vectors
  • probabilistic model
  • background subtraction
  • pruning strategy