For Tensorflow 2.0 Object Detection API, I believe the model handles the resizing. See models/defining_your_own_model.md at master · tensorflow/models · GitHub
DetectionModels should make no assumptions about the input size or aspect ratio --- they are responsible for doing any resize/reshaping necessary (see docstring for the preprocess function).