The latest articles on DEV Community by Vansh Goel (@vansh_goel_). https://dev.to/vansh_goel_ https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4003989%2F6bf301f4-3ce7-4d21-ba96-1806a29332ff.png https://dev.to/vansh_goel_ en Vansh Goel Fri, 26 Jun 2026 17:46:29 +0000 https://dev.to/vansh_goel_/cat-dog-classification-cnn-project-397o https://dev.to/vansh_goel_/cat-dog-classification-cnn-project-397o <p>🚀 Deployed: Cat vs Dog Image Classification App on Vercel! 🐶🐱</p> <p>Excited to share my latest Machine Learning project—a complete end-to-end Cat vs Dog Image Classification web application!</p> <p>Live Demo: <a href="https://cat-and-dog-classification.vercel.app" rel="noopener noreferrer">https://cat-and-dog-classification.vercel.app</a></p> <p>Features --&gt;<br> 📤 Upload an image of a cat or dog<br> 🧠 Deep learning prediction using a custom PyTorch CNN<br> 📊 Displays prediction confidence<br> 📈 Model evaluation metrics:<br> Accuracy<br> Precision<br> Recall<br> F1-Score<br> 🔲 Confusion Matrix visualization<br> 🎯 Responsive React frontend<br> ⚡ FastAPI backend for inference<br> 🛠️ Tech Stack<br> Frontend: React.js<br> Backend: FastAPI<br> Machine Learning: PyTorch<br> Deployment: Vercel (Frontend)</p> <p>This project helped me understand the complete ML deployment workflow—from training a CNN model to building an API and integrating it with a modern frontend.</p> <p>I'd love to hear your feedback! Feel free to try it out and let me know what you think.</p> <h1> MachineLearning #DeepLearning #PyTorch #FastAPI #ReactJS #AI #ComputerVision #WebDevelopment #Vercel #Python #MLProjects #OpenToWork </h1> deeplearning machinelearning showdev webdev