Detecting-Catarct-From-Eye-Images-OpenCV-Python

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Detecting-Catarct-From-Eye-Images-OpenCV-Python

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Using openCV to detect the degree of cataract developed using image of eye

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# Detecting-Catarct-From-Eye-Images-OpenCV-Python
Using openCV to detect the degree of cataract developed using image of eye

## Result:

Pupil area:  8637.0

Centre of pupil: (275,359)

Cataract area:  529.0

Centre of cataract: (292,349)

Cataract is (17,-10) away from pupil centre

5.77 percent cataract

## Original Image
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/Eye_Image_original.jpg?raw=true)

## Grayscale Conversion
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/1%20-%20Grayscale%20Conversion.jpg?raw=true)

## 2D Filtering
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/2%20-%202D%20Filtered.jpg?raw=true)

## Thresholding
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/3%20-%20Thresholding.jpg?raw=true)

## Morphological Opening
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/4%20-%20Morpholigical%20Opening.jpg?raw=true)

## Fidning Circles
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/5%20-%20Find%20Circles.jpg?raw=true)

## Iris Contour Separation
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/6%20-%20Iris%20Contour%20Separation.jpg?raw=true)

## Image Inversion
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/7%20-%20Image%20Inversion.jpg?raw=true)

## Iris Detection
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/8%20-%20Iris%20Detected.jpg?raw=true)

## Cataract Detection
![alt text](https://github.com/Aqsa-K/Detecting-Catarct-From-Eye-Images-OpenCV-Python/blob/master/pictures/9%20-%20Cataract%20Detected.jpg?raw=true)

Detecting-Catarct-From-Eye-Images-OpenCV-Python

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