Update README.md

README.md

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+![diabetic-retinopathy-detection](https://github.com/bhimrazy/diabetic-retinopathy-detection/assets/46085301/bb45b4cf-9441-435f-819a-176226e1ac00)
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 # Diabetic Retinopathy Detection: Utilizing Multiprocessing for Processing Large Datasets and Transfer Learning to Fine-Tune Deep Learning Models
 Efficiently process large datasets & develop advanced model pipelines for diabetic retinopathy detection. Streamlining diagnosis.
 
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-## Gradio App
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+
+## Gradio Diabetic Retinopathy Detection App
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+### Overview
+Welcome to our Diabetic Retinopathy Detection App! This app utilizes deep learning models to detect diabetic retinopathy in retinal images. Diabetic retinopathy is a common complication of diabetes and early detection is crucial for effective treatment.
 
-[![Gradio App](https://github.com/bhimrazy/diabetic-retinopathy-detection/assets/46085301/4e0788dd-84a1-427e-a38a-e22c2aa86c50)](https://bhimrazy-diabetic-retinopathy-detection.hf.space)
+### Try It Out
+Use the interactive interface below to upload retinal images and get predictions on diabetic retinopathy severity.
 
+[Open Diabetic Retinopathy Detection App](https://bhimrazy-diabetic-retinopathy-detection.hf.space)
 
+[![Gradio App](https://github.com/bhimrazy/diabetic-retinopathy-detection/assets/46085301/4e0788dd-84a1-427e-a38a-e22c2aa86c50)](https://bhimrazy-diabetic-retinopathy-detection.hf.space)
 
+### How to Use
+1. Click on the "Open Diabetic Retinopathy Detection App" button above.
+2. Upload a retinal image by clicking on the "Upload Image" button.
+3. Once the image is uploaded, the model will process it and provide predictions on the severity of diabetic retinopathy.
+4. Interpret the results provided by the model.