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

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 ...

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 ...

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

Image classification ML models (orange line ... the researchers created called MCUNetV2, a deep learning architecture that can adjust its memory bandwidth to the limits of microcontrollers.