Panorama

This repository contains an implementation of multiple image stitching.

Slow processing with high resolution images.

Images must be supplied in left-to-right order or vice versa.

Demo ->>> https://panorama4fun.herokuapp.com/

Requirement

python3.7.1

opencv3.4.2

Or using opencv-contrib-python since some none-free features are not avilable

pip install opencv-contrib-python==3.4.2.17 --force-reinstall

You will need to install some package:

numpy

matplotlib

Project Structure :

	|_ main.py
	|_Step_By_Step.ipynb
	|_ utils.py
	|_ features.py
	|_ stitch.py
	|	
	|_ data - |
	|			|_ myhouse
	|			|			|- 001.jpg
	|			|			|- 002.jpg
	|			|_ BK
	|			|			|- H1.jpg
	|			|			|- H2.jpg
	|			|			|- H3.jpg
	|			|.....etc.....
	|_result -|
	|          		|- myhouse.jpg
	|          		|- BK.jpg
	|		   	|.....etc.....

To run :

IMPORTANT!!! Images must be supplied in left-to-right order or vice versa .

Slow processing with high resolution images, so it must be resized before stitching

if you want to resize input images :

`python main.py -i <input dir> -o <output dir> -r 1 `

Otherwise

`python main.py -i <input dir> -o <output dir> `

Outputs !!

Stitching using Myhouse example




Stitching using BK example




Stitching using city example




Stitching using parking lot example



Stitching using building example

References :

[1] https://www.mathworks.com/help/vision/examples/feature-based-panoramic-image-stitching.html

[2] https://www.pyimagesearch.com/2016/01/11/opencv-panorama-stitching/

[3] http://ppwwyyxx.com/2016/How-to-Write-a-Panorama-Stitcher/