You Only Move Once: An Efficient Convolutional Neural Network for Face Detection

You Only Move Once: An Efficient Convolutional Neural Network for Face Detection

Our ``You Only Move Once”(YOMO) detector based on depthwise separable convolutions is a single stage face detector that balances accuracy and latency. YOMO performs scale-invariantly by utilizing top-down architecture with feature agglomeration, and multiple detection modules instead of i...

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Bibliographic Details
Main Authors: Jie Xu, Ye Tian, Haoyu Wu, Baowen Luo, Jinhong Guo
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Deep learning
face detection
feature fusion
top-down architecture
semi-soft random cropping
Online Access:https://ieeexplore.ieee.org/document/8908787/

Internet

https://ieeexplore.ieee.org/document/8908787/

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