Update README.md

README.md

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 license: mit
+language:
+- en
+pipeline_tag: image-classification
 ---
+
+![CatDogVision](https://i.imgur.com/tFclZGq.png)
+
+# Cat Dog Vision
+
+CatDogVision is a project focused on recognizing images of dogs and cats using a neural network. This project was created for fun and educational purposes.
+
+The goal of this project is to develop a deep learning model that can classify images as either "dog" or "cat" with high accuracy. It serves as a great opportunity to learn about neural networks and image classification.
+
+> **Note:** For relatively good results, it is recommended to train the model for around 100 epochs.
+
+## 🔨 Requirements
+
+- Python **3.11** or lower (⚠️ Maximum)
+- Required Python libraries: Numpy, Tensorflow
+
+## 😊 Getting Started
+
+1. Clone this repository to your local machine.
+
+2. Ensure you have **Python 3.11** or lower installed.
+
+3. Install the necessary dependencies by running the following command:
+
+- `pip install -r requirements.txt` - Install all required libraries.
+- `python train.py` - Train your model.
+- `python test.py` - Test your model.
+
+4. You can now start working with the project.
+
+## 💡 Usage
+
+1. Make sure to have your dataset of dog and cat images in the "data/train" directory.
+
+2. Customize the neural network model in the `train.py` file to suit your needs.
+
+3. Train the model by running:
+
+4. Once the model is trained, you can use it for image classification.
+
+## ⭐ Contributing
+
+Any suggestions for changes are welcome, if you would like to know what else we would like to do in this project here is a link to the [todo list.](https://github.com/Whtery1087/CatDogVision/blob/main/TODO.md)
+
+## 📜 Credits
+
+This project is made possible with the help of the following libraries:
+
+- Numpy: [https://numpy.org/](https://numpy.org/)
+- Tensorflow: [https://www.tensorflow.org/](https://www.tensorflow.org/)
+
+Feel free to explore and expand upon this project for your own learning and enjoyment!