dhvanit2026/Cat-Dog-Classifier

🐱 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

pip install tensorflow pillow numpy

Download

from huggingface_hub import hf_hub_download

model_path = hf_hub_download(
    repo_id="PatelDhvanit/Cat-Dog-Classifier",
    filename="cat_dog_model.h5"
)

Prediction

import tensorflow as tf

model=tf.keras.models.load_model(model_path)

Author

Dhvanit Patel