A Python library to resize images using PyTorch
Project description
# Resize Images using PyTorch
This package allows resizing images from the command line using PyTorch.
## Dependencies
Python 3.4++
gputil 1.4.0
tqdm 4.59.0
torchvision 0.9.0
torch 1.8.0
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 and then center-crops all images to the size 224x224.
` 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 `
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