Unsqueeze
To release or free something from a state of compression or tightness; to make more spacious or expand by removing pressure or constraints. In a mathematical or computational context, it often refers to reversing a dimensional reduction operation, restoring the original shape or size of a tensor or data structure.
Unsqueeze meaning with examples
- The technician needed to unsqueeze the air hose to increase the airflow for the pneumatic tools. After freeing it from the tight knot, the tools operated seamlessly, aiding significantly in the assembly process.
- In data processing, the algorithm requires a function to unsqueeze the matrix before performing analysis, ensuring that each dimension of the dataset is correctly interpreted and utilized for machine learning tasks.
- To prepare the recipe, the chef advised to unsqueeze the sponge cake gently to allow it to expand. This technique ensured a fluffy texture that was crucial for achieving the desired taste and visual appeal of the dessert.
- After spending a week in a cramped space, the travelers were eager to unsqueeze their belongings, organizing everything in a more spacious layout to enhance comfort in their new accommodations.
- The software update addressed a common bug that would unsqueeze the video from its original format, transposing it into an unwanted aspect ratio. Users were relieved that the problem was resolved, restoring their viewing experience.