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
How should the input data be formatted for AI Platform Training with built-in algorithms?
Wednesday, 02 August 2023
by EITCA Academy
To properly format input data for AI Platform Training with built-in algorithms, it is essential to follow specific guidelines to ensure accurate and efficient model training. AI Platform provides a variety of built-in algorithms, such as XGBoost, DNN, and Linear Learner, each with its own requirements for data formatting. In this answer, we will discuss
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