What is the purpose of saving the image data to a numpy file?
Tuesday, 08 August 2023
by EITCA Academy
Saving image data to a numpy file serves a important purpose in the field of deep learning, specifically in the context of preprocessing data for a 3D convolutional neural network (CNN) used in the Kaggle lung cancer detection competition. This process involves converting image data into a format that can be efficiently stored and manipulated
- Published in Artificial Intelligence, EITC/AI/DLTF Deep Learning with TensorFlow, 3D convolutional neural network with Kaggle lung cancer detection competiton, Preprocessing data, Examination review
Tagged under:
3D Convolutional Neural Network, Artificial Intelligence, Deep Learning, Image Data, NumPy, Preprocessing
What types of data are feature attributions available for in AI Explanations?
Wednesday, 02 August 2023
by EITCA Academy
Feature attributions in AI Explanations provide valuable insights into the inner workings of machine learning models. They help us understand the impact of individual features on the model's predictions, shedding light on the decision-making process. In the context of Google Cloud Machine Learning and the AI Platform, feature attributions are available for various types of