pr0ximaCent/bangla-disaster

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. 1.Upload an image related to a disaster
2. 2.Write a caption in Bangla describing the image
3. 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