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Does it mean that the network is expecting a square image as an input?

it means it will resize the input image to 368x368 (the network was trained on this) , you don't need to do this, it is done in blobFromImage()

changing the width or height values might not be a good idea, as the resulting heatmap shapes will change, and the overall accuracy will go down.

Does it mean that the network is expecting a square image as an input?

it means it will resize the input image to 368x368 (the network was trained on this) , you don't need to do this, it is done in blobFromImage()

changing the width or height values might not be a good idea, idea (for this pretrained model), as the resulting heatmap shapes will change, and the overall accuracy will go down. down.