I am training an object detection model up to 10 checkpoints using the tensorflow object detection api version 2. Exporting the final checkpoint using the exporter_main_v2.py works with no problems, however I would also like to export eg checkpoints 3, 6 and 8 to compare how they do in the actual setup. Is this possible?
I've tried deleting the later checkpoints and then running exporter_main_v2.py but this results in an error stating that there are later events in the events.out.tfevents file than the one I'm trying to export so it cant continue.
In your trained folder where checkpoints are, there is checkpoint key file, open that and change the "model_checkpoint_path" checkpoint-number in the first line. Generally it will be saved the last checkpoint.