/Mapping-Synthetic-Correspondences-in-an-Image-Pair

This repository implements a method to map image correspondence from image pair augmentations.

Primary LanguagePythonMIT LicenseMIT

Mapping Synthetic Correspondence in an Image Pair using Image Augmentations

This repository implements synthetic correspondence mapping in an image pair using torchvision based image augmentations. The sythetic correspondences can be used to train multiple neural networks like Dense Object Nets and others.

Example

Original Image Synthetic correspondence in Image Synthetic correspondence in Augmented Image

Usage

Please refer the script "main.py"

Dependencies

Install dependencies using:

pip install -r requirements.txt

Developer