Resize Images using PyTorch

This package allows resizing images with high throughput from the command line using PyTorch.

Dependencies

• Python 3.4++
• torch 1.0.0++
• Pillow 2.7++

Installation

Install torch-resize-images using pip:

pip install torch-resize-images

Usage

Given images in some <input_dir>, the following line first resizes, then center-crops all images to the size 224x224 and finally stores them under their original name in the output directory.

torch-resize -r <input_dir> -o <output_dir> --width 224 --height 224

You can speed up processing by running multiple processes in parallel using the -n flag. This defaults to 1 and is limited by your system memory.

torch-resize -r <input_dir> -o <output_dir> --width 224 --height 224 -n 8

For more parameters and their explanation run the following line.

torch-resize -h

Example