Excerpts of good articles and sentences in the thesis

Using FPN in a basic Faster  R-CNN system, our method achieves state-of-the-art single model results on the COCO detection benchmark without bells and whistles, surpassing all existing single-model entries including those from the COCO 2016 challenge winners.  

Personal understanding ：（without bells and whistles） There's not so much fancy , It refers to all kinds of without deep neural network trick, Anyone can do without all kinds of fine tuning , Expand the training set ,hard online, Learning rate , Adjustment of parameters , Can achieve better results . So the essence of the method is good , Is inevitable , It is not accidental skills that improve the performance of the model .

--- From abstract 2016 Characteristic pyramid FPN

3.2. Graph Convolutional Network Recap   （ Restate key points ）

--- From abstract 2019 ML-GCN The use of titles