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An attempt to reimplement RANSAC-Flow, a generic two-stage image alignment process.

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RANSAC-Flow

An attempt to reimplement RANSAC-Flow, a generic two-stage image alignment process.

TODO some description about this project and its origin

Quick Start

Prerequisite

TODO package requirement

If you already have conda installed, we have prepared an environment file that can help you get up and running. After cloning the repository, navigate to project root, and do

conda env create -f conda-dev.yml

This will create a new environment called ransacflow.

Demo

Please be aware that this project is designed to work under editable mode! After cloning this repository, navigate to project root (you should see setup.py) and do

pip install -e .

this will install all needed dependency, and soft link this project as an installed package. You can now use this repository by

import ransacflow

or continue with our demo notebooks under notebooks/.

It needs to download files to get it up and running, and these destination folder are parallel to the project folder.

TODO what notebook to run

Development

Dataset

TODO how to download dataset

Training

TODO train on/how

Evaluation

Acknowledgement

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An attempt to reimplement RANSAC-Flow, a generic two-stage image alignment process.

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