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Web application for image segmentation and object tracking, using graph-based methods

Python 91.48% HTML 7.90% Shell 0.24% CSS 0.25% JavaScript 0.13%

graph_segmentator_app's Introduction

Graph_segmentator_app

Web application for image segmentation and object tracking, using graph-based methods

In order to run application you have to:

  1.Go to project directory 

  2.Make all required migrations - run: python manage.py migrate

  3.Prepare all static resources - run: python manage.py collectstatic

  4.Start application as an administrator - run: sudo python manage.py runserver

  5.Copy given adress to your web browser

In order to add new segmentation method you have to:

  1.In package segmentator:
		a)Prepare interface for your segmentation method in main_api.py
		b)Create all needed algorithms and helping functions in new python file (e.g.
		your_algorithm.py)
		c)If needed add custom preprocessing methods for creating grph representations
		and other purposes

  2.In package Graph_Segmentator in urls.py file add your path to urlpatterns list

  3.In package segmentation_app:
		a)In templates package:
			  -add new algorithm to list for choose in segmentation.html file
			  -add new html file with relevant form for parameters to that directory 
			  (you can use mst.html as an example)
		b)In views.py file:
			  -prepare view for your algorithm which will be able to retrive parameters
			  from your form and render prper response
			  -add your algorithm to 

  4.If your algorithm requires any additional libraries, please specify them in 
  requirements.txt file

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