Above: Image classification vs. object detection vs. semantic segmentation (credit: codebasics). The complexity of convolutional neural networks (CNN), the deep learning architecture commonly ...

Neural architecture search is an aspect of AutoML, along with feature engineering, transfer learning ... for example in image classification and language translation, have required considerable ...

If we are interested in image classification ... Depending on the deep learning architecture, data size, and task at hand, we sometimes require 1 GPU, and sometimes, several of them, a decision ...

Digital systems are expected to navigate real-world environments, understand multimedia content, and make high-stakes ...

Here is our plan of action: We will learn how to classify text using deep learning and without writing code. We will practice by building a classification ... Raw data (an image in the example ...