README.md

metadata

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