Why is it necessary to normalize the pixel values before training the model?
Saturday, 05 August 2023
by EITCA Academy
Normalizing pixel values before training a model is a crucial step in the field of Artificial Intelligence, specifically in the context of image classification using TensorFlow. This process involves transforming the pixel values of an image to a standardized range, typically between 0 and 1 or -1 and 1. Normalization is necessary for several reasons,
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, TensorFlow.js, Using TensorFlow to classify clothing images, Examination review
Tagged under:
Artificial Intelligence, Image Classification, Normalization, Pixel Values, TensorFlow