Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More The open source PyTorch machine learning (ML) framework is widely used ...

第一步，我们对数据集进行图像预处理。我们在这里选择 Facades 数据集，我们将 2 张图像合并为一张，以便在训练过程中进行一些增强。 img_A = img.crop((0, 0, w / 2, h)) img_B = img.crop((w / 2, 0, w, h))if np.random.random() < 0.5: img_A = ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Ian Arundale and Matthew Clark discuss the ...

The goal of a regression problem is to predict a single numeric value, for example, predicting the annual revenue of a new restaurant based on variables such as menu prices, number of tables, location ...

Dr. James McCaffrey of Microsoft Research presents the fundamental concepts of tensors necessary to establish a solid foundation for learning how to create PyTorch neural networks, based on his ...

The rise of large language models in the field of artificial intelligence has garnered widespread attention. These models excel in natural language processing tasks, but their training processes ...

For many surgeons, the possibility of going back into the operating room to review the actions they carried out on a patient could provide invaluable medical insights. Using a mix of PyTorch, a ...

In collaboration with the Metal engineering team at Apple, PyTorch today announced that its open source machine learning framework will soon support GPU-accelerated model training on Apple silicon ...

Many of the features that we take for granted on Facebook — language translation in Messenger, for example — were made possible with a powerful artificial intelligence project called PyTorch. PyTorch, ...