What is the purpose of the Evaluator component in TFX?
Sunday, 06 August 2023
by EITCA Academy
The Evaluator component in TFX, which stands for TensorFlow Extended, plays a crucial role in the overall machine learning pipeline. Its purpose is to evaluate the performance of machine learning models and provide valuable insights into their effectiveness. By comparing the predictions made by the models with the ground truth labels, the Evaluator component enables
How does TensorFlow Hub encourage collaborative model development?
Wednesday, 02 August 2023
by EITCA Academy
TensorFlow Hub is a powerful tool that encourages collaborative model development in the field of Artificial Intelligence. It provides a centralized repository of pre-trained models, which can be easily shared, reused, and improved upon by the AI community. This fosters collaboration and accelerates the development of new models, saving time and effort for researchers and