As an important facility for effectively controlling water pollution discharge and recycling waste resources, accurate sewage treatment plant extraction is very protecting quality, function, sustainable development of the environment. However, due to presence rectangular circular facilities in plants, shapes are diverse scales different, resulting poor performance conventional object detection ...