A newer version of the Gradio SDK is available:
5.35.0
metadata
title: Cat vs Dog Classifier
emoji: 🐱🐶
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.34.2
app_file: app.py
pinned: false
license: mit
Cat vs Dog Image Classifier
A deep learning model that classifies images of cats and dogs with TensorFlow/Keras.
🚀 Try it out!
🛠️ Technical Details
Model Architecture
Sequential([
Conv2D(32, (3,3), activation='relu', input_shape=(150, 150, 3)),
MaxPooling2D((2,2)),
Conv2D(64, (3,3), activation='relu'),
MaxPooling2D((2,2)),
Conv2D(128, (3,3), activation='relu'),
MaxPooling2D((2,2)),
Flatten(),
Dense(512, activation='relu'),
Dropout(0.5),
Dense(1, activation='sigmoid')
])