About Dog Lab

A state-of-the-art dog breed identifier powered by advanced machine learning and modern web technologies.

🚀 Project Overview

Dog Lab is a comprehensive web application designed to help users identify over 120 different dog breeds from images. Whether you upload a photo or use your camera, our system provides instant predictions, detailed breed information, and interactive maps showing the breed's origin.

🧠

AI Powered

Utilizes a fine-tuned ConvNeXt model for high-accuracy classification.

⚡

Real-time

Instant inference via a high-performance FastAPI backend on Google Colab GPUs.

🌍

Interactive

Explore breed origins with dynamic, interactive maps.

💻 Technology Stack

🎨 Frontend

⚡

Next.js 15

React framework for production

📘

TypeScript

Static typing for JavaScript

🎨

Tailwind CSS 4

Utility-first CSS framework

⚛️

React Icons

Comprehensive icon library

🐻

Zustand

Global state management store

📡

Axios

Promise-based HTTP client

🗺️

Leaflet Maps

Interactive maps library

📦

AWS SDK (Tebi)

Cloud storage interface

⚙️ Backend

🐍

Python 3.10+

Core language for AI/ML

⚡

FastAPI

High-performance API framework

🦄

Uvicorn

Lightning-fast ASGI server

📓

Google Colab

GPU execution environment

🚇

Ngrok

Secure tunneling for localhost

🔥

Supabase

Open source Firebase alternative

🖼️

Pillow (PIL)

Python Imaging Library

📨

python-multipart

Multipart form data parser

⚡

Redis

In-memory data structure store

🔐

python-dotenv

Environment variable management

🧠 Machine Learning

🧠

TensorFlow 2.x

End-to-end ML platform

🤖

Keras

Deep learning API

🕸️

ConvNeXt

Modern ConvNet architecture

🔢

NumPy

Scientific computing package

📊

Matplotlib

Visualization library

Built with Passion

This project represents a convergence of modern web development and cutting-edge artificial intelligence, created to demonstrate the power of full-stack AI applications.