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added models and updated links in README
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@Arihant-Bhandari
Arihant-Bhandari authored Jun 1, 2024
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1 change: 1 addition & 0 deletions Indian Venomous Snakes Classification using DL/Model/snake-classification.ipynb
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28 changes: 14 additions & 14 deletions Indian Venomous Snakes Classification using DL/README.md
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Expand Up @@ -48,50 +48,50 @@ models used:
- #### **Venomous**

<p align="center">
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/ven1.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/ven2.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/ven1.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/ven2.png" height="400px" width="400px" />
</p>

- #### **Non Venomous**

<p align="center">
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/NV1.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/NV2.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/NV1.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/NV2.png" height="400px" width="400px" />
</p>

- #### **CNN**

<p align="center">
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/CNN%20Accuracy.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/CNN%20Loss.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/CNN%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/CNN%20Loss.png" height="400px" width="400px" />
</p>

- #### **InceptionV3**

<p align="center">
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/InceptionV3%20Accuracy.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/InceptionV3%20Loss.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/InceptionV3%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/InceptionV3%20Loss.png" height="400px" width="400px" />
</p>

- #### **VGG16**

<p align="center">
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/VGG16%20Accuracy.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/VGG16%20Loss.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/VGG16%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/VGG16%20Loss.png" height="400px" width="400px" />
</p>

- #### **EfficientNetB7**

<p align="center">
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/EfficientNetB7%20Accuracy.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/EfficientNetB7%20Loss.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/EfficientNetB7%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/EfficientNetB7%20Loss.png" height="400px" width="400px" />
</p>

- #### **RESNET50**

<p align="center">
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/RESNET50%20Accuracy.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/RESNET50%20Loss.png" height="200px" width="200px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/RESNET50%20Accuracy.png" height="400px" width="400px" />
<img src="https://github.com/Arihant-Bhandari/DL-Simplified/blob/snake_classify/Indian%20Venomous%20Snakes%20Classification%20using%20DL/Images/RESNET50%20Loss.png" height="400px" width="400px" />
</p>

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