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udpated readme again
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manishh12 committed May 21, 2024
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Expand Up @@ -149,23 +149,29 @@ By following these steps, the project efficiently predicts BBQ-friendly weather

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

`ANN`

![Train_val accuracy ann](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/train_val_accuracy_ann.jpeg)

![Train_val loss ann](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/train_val_loss_ann.jpeg)

![conf matrix ann](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/Heathrow_ann_conf.jpeg)

`CNN`

![Train_val accuracy cnn](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/train_val_accuracy_cnn.jpeg)

![Train_val loss cnn](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/train_val_loss_cnn.jpeg)

![conf matrix cnn](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/Heathrow_cnn_conf.jpeg)
![conf matrix cnn](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/Heathrow_cnn_conf..jpeg)

`CONVLSTM`

![Train_val accuracy lstm](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/train_val_accuracy_lstm.jpeg)

![Train_val loss lstm](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/train_val_loss_lstm.jpeg)

![conf matrix lstm](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/Heathrow_lstm_conf.jpeg)
![conf matrix lstm](https://github.com/manishh12/DL-Simplified/blob/main/Weather_prediction/Images/Heathrow_lstm_conf..jpeg)



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