Task Content

This project consists of 3 modules:
1-main.ipynb : main program

2-main.py : Pyqt GUI script

3-ThreTechniques.py: contains the implementation of the Three ways of threshold

4-threshold.py : contains the implementation of the local and global thresholding as general functions

5-RGB_to_LUV.py : contains the implementation of conversion RGB image to LUV

6-region_growing.py : contains the implementation of region growing algorithm

7-meanShift.py : contains the implementation of mean shift algorithm

8-Kmeans.py : contains the implementation of the kmean algorithm

9-Agg.py : contains the implementation of agglomerative method

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Libraries Versions

• cv2 : version 4.5.5.64
• matplotlib : version 3.3.4
• scipy : version 1.6.2
• numpy : version 1.22.2

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To open UI

• main file name is main.py.

• if you want to apply thresholding (choose Grey image tab grom UI)

• if you want to apply segmentation (choose Color image tab from UI)

• choose suitable image from folder images as input image (according to method you want to be showed the image name is same as method name)
• choose from combobox the algorithm you want to apply after selecting suitable image.