What is the purpose of checking if a saved model already exists before training?
Tuesday, 08 August 2023
by EITCA Academy
When training a deep learning model, it is important to check if a saved model already exists before starting the training process. This step serves several purposes and can greatly benefit the training workflow. In the context of using a convolutional neural network (CNN) to identify dogs vs cats, the purpose of checking if a
How can you load a saved model in TensorFlow?
Saturday, 05 August 2023
by EITCA Academy
Loading a saved model in TensorFlow involves a series of steps that allow us to restore the trained model's parameters and use it for inference or further training. The process includes defining the model architecture, creating a session, restoring the saved variables, and executing the necessary operations to load the model. In this answer, we
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, Advancing in TensorFlow, Saving and loading models, Examination review
Tagged under:
Artificial Intelligence, Deep Learning, Machine Learning, Model Loading, Saved Model, TensorFlow