RoshanMundekar/Elephant-Species-Classifier-Wild-Sanctuary

AI-powered enterprise web app that classifies elephant images as **African** or **Asian** using Deep Learning and Transfer Learning (MobileNetV2). # 🐘 Elephant Species Classifier — Wild Sanctuary > AI-powered enterprise web app that classifies elephant images as **African** or **Asian** using Deep Learning and Transfer Learning (MobileNetV2). Built with **FastAPI + Jinja2 + Tailwind CSS v3**. --- ## 🖼️ Screenshots ### 🏠 Home Page — Hero ### 🐘 Species Showcase — African & Asian Elephant Cards ### 🤖 AI Classifier — Upload Section ### 💛 Conservation CTA — Every Elephant Counts ### 📁 Image Upload — File Preview with Classify Button ### 🌏 Result Page — Asian Elephant Identified (68.98% Confidence) ### 🌍 Result Page — African Elephant Identified (87.09% Confidence) ### 🌍 Result Page — Conservation & Species Info Section --- ## ✨ Features - 🔍 **Binary classification** — African 🌍 vs Asian 🌏 elephant - 🧠 **MobileNetV2** pretrained on ImageNet, fine-tuned with transfer learning - 🎨 **Enterprise dark UI** — drag-and-drop upload, animated confidence ring, glassmorphism cards - ⚡ **FastAPI** backend with async request handling - 🖼️ **Jinja2** server-side templates styled with **Tailwind CSS v3 (CDN)** - 📊 Per-class confidence scores with animated progress bars & SVG donut chart - 🌿 Full species profile page with habitat, traits, conservation status & fun facts - 📱 **Fully responsive** — mobile hamburger menu, stacked layouts on small screens - 🖼️ Asian elephant image gallery (3 AI-generated wildlife photos, served locally) --- ## 🗂️ Project Structure ``` Code/ ├── main.py # FastAPI application ├── app.py # Legacy Streamlit app (reference) ├── requirements.txt # Python dependencies ├── class_indices.json # Label → index mapping ├── best_mobilenetv2.weights.h5 # Trained MobileNetV2 weights ├── elephant_model_xc.h5 # Trained Xception model (notebook) ├── EC (Final).ipynb # Training & evaluation notebook ├── demo/ # UI screenshots (1.png – 8.png) ├── templates/ │ ├── bas …