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Arihant-Bhandari authored Jun 9, 2024
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42 changes: 21 additions & 21 deletions Cotton Disease Classification using DL/README.md
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Expand Up @@ -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**
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