Diabetic Retinopathy Classifie
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Diabetic Retinopathy Classifie
Diabetic Retinopathy Classifie

Diabetic Retinopathy Classifie

Classify fundus images in two categories DR or NoDR

App Size: Varies With Device
Release Date: Apr 1, 2018
Price: Free
Price
Free
Size
Varies With Device

Screenshots for App

Mobile
****************** MUST SEE **********************

Before using app please enable the permission:

Settings >> Apps >> Diabetic Retinopathy >> Permissions >> Storage (Enable)


The application is powered by Tensorflow Deep Neural Network architecture. Model is trained and tested on 16,798 fundus images. Final accuracy of the model is 73.3 %.

Application Features :

1. Instant Results

2. Does not require an internet connection to run.

3. Neural network based image classification. 28 layer deep network.

4. Model is trained on 16,798 fundus images.

5. Can be used as a pre-screening tool for Diabetic Retinopathy.

6. Classifies image into two categories: Diabetic Retinopathy or No Diabetic Retinopathy.

Steps to use the application:

1. First, press the "load_image" button and upload an image from your gallery.

2. Once the image is uploaded then press "process" button to see the result.

The future update will include more categories for classification: Moderate, proliferative and severe Diabetic Retinopathy

Suggestion :

If one wants to take fundus image using the cell phone camera then one can attach a zoom lens to the cell phone and then take the picture of a dilated eye.

For more information visit:

www.shoravsuriyal.com
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Diabetic Retinopathy Classifie 1.0 Update
2018-04-02 Version History
Application work with fundus images only.
Will not work with multiple images at same time.
The score may change due to image quality.
The future update will include more classification categories.

~shorav singh suriyal
More Information about: Diabetic Retinopathy Classifie
Price: Free
Version: 1.0
Downloads: 728
Compatibility: Android 4.1
Bundle Id: com.shoravsuriyal.image_classifier3
Size: Varies With Device
Last Update: 2018-04-02
Content Rating: Everyone
Release Date: Apr 1, 2018
Content Rating: Everyone
Developer: shorav singh suriyal


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