The model.tflite file is the pretrained model in .tflite format. So if you want to use the model out of the box, you can use this file.
The label_map.txt is used to map the output of your network to actual comprehensible results. I.e. both of the files are needed if you want to use the model out of the box. It is not needed for re-training.
