Personal toolbox for image Warping
Project description
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
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