---
title: Bangla Disaster Classifier
emoji: 🌪️
colorFrom: blue
colorTo: red
sdk: streamlit
sdk_version: 1.45.1
app_file: app.py
pinned: false
license: mit
---

# Bangla Disaster Classifier 🌪️🇧🇩

This is a multimodal deep learning model that analyzes images with Bangla captions to classify different types of disasters.

## Features
- Image + Text analysis
- Bangla language support
- 5 disaster categories: HYD, MET, FD, EQ, OTHD
- Real-time predictions

## Usage
1. Upload an image related to a disaster
2. Write a caption in Bangla describing the image
3. Click "পূর্বাভাস দিন" to get the prediction

## Model Categories
- **HYD**: Hydrological Disasters (floods, etc.)
- **MET**: Meteorological Disasters (storms, cyclones, etc.)
- **FD**: Fire Disasters
- **EQ**: Earthquakes
- **OTHD**: Other/No Disaster