There are reasons that the network is 416x416. Without knowing your background, I will suggest using the default values and verify whether the system can detect the objects you want first. If not, then plan the next step. I try not to over thinking and draw too much conclusion before data comes in. If the performance is bad, probably I will first ask whether the training dataset can identify the objects I have in my testing images. (whether retraining is needed.)

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