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Update README.md DNN images
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@ShashiniUpekha
ShashiniUpekha authored Oct 19, 2023
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Expand Up @@ -89,14 +89,18 @@ Initially, we tried different models and compared the accuracy with our model. W

### Parameter Tuning
We did parameter tuning to find the optimal learning rate and the epochs. The results from the test are as follows,
![Image 12](./images/paramterTuning1.png)
![Image 12](./images/paramterTuning1.PNG)

![Image 13](./images/paramterTuning2.png)
![Image 13](./images/paramterTuning2.PNG)


### Application of DNN
We applied different layers of DNN with different number of units to test to improve the accuracy of the model.The results from the tests are as follows,

![Image 14](./images/DNNarosal.PNG)

![Image 15](./images/DNNvalaence.PNG)


### Existing Models VS Best Model Developed

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