README.md

metadata

title: Cat vs Dog Classifier 🐱🐶 - Upload Your Image & Predict
emoji: 🚀
colorFrom: red
colorTo: gray
sdk: streamlit
app_file: src/app.py
sdk_version: 1.54.0
pinned: false
license: mit

🐱🐶 Cat vs Dog Image Classification

This project is a solution to the Kaggle Cat or Dog Image Classification Challenge.

Overview

• Build a CNN or Transfer Learning model to classify images as Cat (0) or Dog (1)
• Generate submission.csv for Kaggle evaluation

Dataset

• Kaggle: Cat or Dog Image Classification Challenge
• Dataset contains 8005 images (JPEG)
• No labels provided — use pseudo-labels or pretrained models

How to Run

Using Kaggle Notebook

1. Load images using ImageDataGenerator
2. Train a CNN / TL model or use pretrained model
3. Predict and generate submission.csv

Using Streamlit App

streamlit run app.py