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In this speech, I will talk about the object detector “YOLOv 4” that's developed in my laboratory in 2020. It ranked number one in the world object detection rankings for more than two and a half months(Sep 28-Dec 15, 2020), defeating many international companies, such as Google, Microsoft, Facebook, Amazon, etc.