README.md

Torqueo is a simple and hackable library for experimentation with image warping in PyTorch. It is designed to facilitate easy manipulation and transformation of images using various warping techniques.

🚀 Getting Started with Torqueo

Torqueo requires Python 3.7 or newer and several dependencies, including Numpy. Installation is straightforward with Pypi:

pip install torqueo

With Torqueo installed, you can dive into image warping. The API is designed to be intuitive, requiring only a few hyperparameters to get started.

Example usage:

import torch
import timm
from torqueo import Fisheye

transformed_images = Fisheye()(images)

Starter Notebook:

Documentation

Torqueo documentation can be found here: Documentation

Examples of transformations

Below are some examples of image transformations using Torqueo.

Original Image	Barrel	Fisheye
Perspective	Pinch	Spherize
Stretch	Swirl	Twirl
Wave

Authors of the code

• Vipul Sharma - vipul_sharma@brown.edu, Brown University
• Thomas Fel - thomas_fel@brown.edu, PhD Student DEEL (ANITI), Brown University