Update and rename ReadMe.txt to ReadMe.md

Author: smty2018

…Vs Dog Image Classifier (CNN)/ReadMe.txt … Vs Dog Image Classifier (CNN)/ReadMe.mdCats Vs Dog Image Classifier (CNN)/ReadMe.txt renamed to Cats Vs Dog Image Classifier (CNN)/ReadMe.md Cats Vs Dog Image Classifier (CNN)/ReadMe.txt renamed to Cats Vs Dog Image Classifier (CNN)/ReadMe.md

@@ -2,4 +2,10 @@ Description:
 The project uses TensorFlow and Keras libraries to create a Convolutional Neural Network (CNN) architecture for Cats vs. Dogs image classification. The dataset is preprocessed by resizing and normalizing the images. The CNN model consists of multiple convolutional and pooling layers, followed by fully connected layers for classification. The model is trained using the training data, optimizing the cross-entropy loss with the Adam optimizer
 
 Dataset:
-https://drive.google.com/file/d/12I9KXycZQb3OFnb4UySFc8iHscdCZ0yJ/view?usp=sharing
+https://drive.google.com/file/d/12I9KXycZQb3OFnb4UySFc8iHscdCZ0yJ/view?usp=sharing
+
+Model Summary:
+![Screenshot 2023-08-07 015812](https://github.com/smty2018/Amazing-Python-Scripts/assets/74114936/671a2fd7-29c3-4a00-aca8-a4ae659f2de6)
+
+Output:
+![Screenshot 2023-08-07 015148](https://github.com/smty2018/Amazing-Python-Scripts/assets/74114936/e5a68322-91e9-46e3-a497-fe6259d70325)