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Arihant-Bhandari authored Jun 9, 2024
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40 changes: 20 additions & 20 deletions Plant Pathogen Detection using DL/README.md
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Expand Up @@ -54,62 +54,62 @@ 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="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/Bacteria.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/Fungi.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/Pests.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/Virus.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/Healthy.png" height="400px" width="400px" />
</p>

<img src=""/>
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%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/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/DENSENET121%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/DENSENET121%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/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/CNN%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%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/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/InceptionV3%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%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/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/VGG16%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%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/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/MobileNet%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/MobileNet%20Loss.png" height="400px" width="400px" />
</p>

- #### **NASNetMobile**

<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/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/NASNetMobile%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/NASNetMobile%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/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/Xception%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/plant-pathogen/Plant%20Pathogen%20Detection%20using%20DL/Images/Xception%20Loss.png" height="400px" width="400px" />
</p>

### 📈 **Performance of the Models based on the Accuracy Scores**
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