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The TensorFlow 2 Detection Model Zoo and the training configs are oriented for the Tensorflow Object Detection API which is for Object Detection ONLY (bounding box regression, bbox classification, and masks)
Additionally, if you want to custom change the number of filters in the EfficientNet I would suggest using the detailed Keras implementation of the EfficientNet in this repository.
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