๐ Deployed: Cat vs Dog Image Classification App on Vercel! ๐ถ๐ฑ
Excited to share my latest Machine Learning projectโa complete end-to-end Cat vs Dog Image Classification web application!
Live Demo: https://cat-and-dog-classification.vercel.app
Features –>
๐ค Upload an image of a cat or dog
๐ง Deep learning prediction using a custom PyTorch CNN
๐ Displays prediction confidence
๐ Model evaluation metrics:
Accuracy
Precision
Recall
F1-Score
๐ฒ Confusion Matrix visualization
๐ฏ Responsive React frontend
โก FastAPI backend for inference
๐ ๏ธ Tech Stack
Frontend: React.js
Backend: FastAPI
Machine Learning: PyTorch
Deployment: Vercel (Frontend)
This project helped me understand the complete ML deployment workflowโfrom training a CNN model to building an API and integrating it with a modern frontend.
I’d love to hear your feedback! Feel free to try it out and let me know what you think.
๋ต๊ธ ๋จ๊ธฐ๊ธฐ