Q1. Just we have a tendency to center objects in taking pictures or in some case, we just follow behind a car. So if your dataset has more centered object that trick will improve your mAP.

Q2. You are right. I was working on YOLO and SSD at the same time. So sometime the graph is off for some other reason. Thanks for pointting that out.

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