Tensorflow Object-Detection API - Hyperparameter T

2019-08-21 07:31发布

问题:

I am currently working with the Tensorflow Object-Detection API and I want to fine-tune a pre-trained model. Therefore, a hyperparameter-tuning is required.

Does the API already provide some kind of hyperparameter-tuning (like a grid search)? If there is nothing available, how can I implement a simple grid search to tune (the most relevant) hyperparameters?

Furthermore, does the API provide some kind of Early Stopping function that automatically aborts the training process if the accuracy does not change anymore.

Thanks a lot in advance.