Update README.md

README.md

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 license: mit
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+# 🐱 Cat vs Dog Image Classifier
+
+A TensorFlow CNN model for binary image classification.
+
+## Classes
+
+- Cat
+- Dog
+
+## Architecture
+
+- Conv2D
+- MaxPooling2D
+- Dense
+- Dropout
+
+## Input Size
+
+150x150 RGB
+
+## Accuracy
+
+Validation Accuracy:
+95%
+
+## Installation
+
+```bash
+pip install tensorflow pillow numpy
+```
+
+## Download
+
+```python
+from huggingface_hub import hf_hub_download
+
+model_path = hf_hub_download(
+    repo_id="PatelDhvanit/Cat-Dog-Classifier",
+    filename="cat_dog_model.h5"
+)
+```
+
+## Prediction
+
+```python
+import tensorflow as tf
+
+model=tf.keras.models.load_model(model_path)
+```
+
+## Author
+
+Dhvanit Patel