diff --git a/Cotton Disease Classification using DL/README.md b/Cotton Disease Classification using DL/README.md
index b913c78cb..2209d294f 100644
--- a/Cotton Disease Classification using DL/README.md	
+++ b/Cotton Disease Classification using DL/README.md	
@@ -52,63 +52,63 @@ models used:
 - #### **EDA**
 
 <p align="center">
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/Aphids.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/Army%20Worms.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/Bacterial%20Blight.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/Powdery%20Mildew.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/Target%20Spot.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/Healthy.png" height="400px" width="400px" />
 </p>
 
-<img src=""/>
+<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/EDA.png"/>
 
 - #### **DenseNet-121**
 
 <p align="center">
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/DenseNet-121%20Accuracy.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/DenseNet-121%20Loss.png" height="400px" width="400px" />
 </p>
 
 - #### **CNN**
 
 <p align="center">
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/CNN%20Accuracy.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/CNN%20Loss.png" height="400px" width="400px" />
 </p>
 
 - #### **InceptionV3**
 
 <p align="center">
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/InceptionV3%20Accuracy.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/InceptionV3%20Loss.png" height="400px" width="400px" />
 </p>
 
 - #### **VGG16**
 
 <p align="center">
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/VGG16%20Accuracy.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/VGG16%20Loss.png" height="400px" width="400px" />
 </p>
 
 - #### **MobileNet**
 
 <p align="center">
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/MobileNet%20Accuracy.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/MobileNet%20Loss.png" height="400px" width="400px" />
 </p>
 
 - #### **RESNET50**
 
 <p align="center">
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/RESNET50%20Accuracy.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/RESNET50%20Loss.png" height="400px" width="400px" />
 </p>
 
 - #### **Xception**
 
 <p align="center">
-  <img src="" height="400px" width="400px" />
-  <img src="" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/Xception%20Accuracy.png" height="400px" width="400px" />
+  <img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/cotton-disease/Cotton%20Disease%20Classification%20using%20DL/Images/Xception%20Loss.png" height="400px" width="400px" />
 </p>
 
 ### 📈 **Performance of the Models based on the Accuracy Scores**