Panorama

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Multiple images panorama stitching using opencv & python3

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# Panorama
<li>This repository contains an implementation of multiple image stitching.
<li>Slow processing with high resolution images.
<li>Images must be supplied in left-to-right order or vice versa.
<li>Demo ->>> https://panorama4fun.herokuapp.com/

### Requirement
<li>python > 3.7
<li>opencv-contrib-python 4.7.0.72

### Usage
<li>pip install -r requirements.txt

```
python main.py -i INPUT [-o OUTPUT] [-r RESIZE] [-h]

options:
  -h, --help            show this help message and exit
  
  -i INPUT, --input INPUT
                        path to input directory
  -o OUTPUT, --output OUTPUT
                        path to output directory
  -r RESIZE (0|1), --resize RESIZE
                        enter 1 to resize lower resolution
```

### Project Structure :

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

<li>Slow processing with high resolution images, so it must be resized before stitching
<li>if you want to resize input images :

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

<li>Otherwise

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

## Outputs !!

<center>
<caption>Stitching using Myhouse example</caption> 
<img src="result/myhouse.jpg" > 
 
<caption>Stitching using BK example</caption> 
<img src="result/BK.jpg" > 
 
<caption>Stitching using city example</caption> 
<img src="result/city.jpg" > 
 
<caption>Stitching using parking lot example</caption> 
<img src="result/parkinglot.jpg" > 
 
<caption>Stitching using building example</caption> 
<img src="result/Building.jpg" > 
 
</center>

### 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/

Panorama

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