Object detection algorithms

Do object detection algorithms like YOLO, SSD etc. require a fixed size input image to be passed to them or can they deal with varying image sizes also

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I think the input image size is due to computational cost. The fixed size would be due to the images sizes the pretrained model was previously trained on.