What will you learn? You will learn how to manipulate the transformed data output size of tensors in ‘pixel_values’ using Hugging Face’s Dataset class. Introduction to the Problem and Solution When dealing with image data, it is crucial to resize or crop images to a specific size before further processing. Leveraging Hugging Face’s Dataset class … Read more
What will you learn? In this tutorial, you will learn how to assign values to each element of a tensor based on a generic function using TensorFlow. By leveraging TensorFlow’s capabilities for element-wise operations, you can efficiently manipulate individual elements within tensors. Introduction to the Problem and Solution When working with tensors in TensorFlow, there … Read more
Friendly Introduction to Dynamic Tensor Reshaping In this comprehensive guide, we will delve into the dynamic addition of empty dimensions (unsqueezing) to PyTorch tensors. This technique is invaluable for ensuring tensors meet specific shape requirements for operations like broadcasting, all without altering the underlying data. What You Will Learn By the end of this tutorial, … Read more