VFNet is the one best anchor-free single-stage models yet it's not under the radar. VFNet is simply an aggregation of several clever ideas. Each one contributes to improve the overall performance of the original FCOS model.
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- Feature Pyramid Network is designed to combine the features from different levels of a convolutional network, in order to better detect objects at different scales.