🌍 DisasterSense

Upload a disaster image and paste a related tweet — or try a random example!

⚠️ First prediction may take 30-60 seconds while models load.

Disaster Image

Tweet Text

Severity Level

Severity Score (0-100)

Image Prediction

Text Prediction

Damage Score

Model Details:

Image Classifier: EfficientNet-B0 fine-tuned on CrisisMMD v2.0 (64% accuracy)
NLP Classifier: twitter-roberta-base fine-tuned on CrisisMMD v2.0 (75% accuracy)
Fusion: Weighted combination (60% image, 40% text)
Dataset: 7 real disaster events — Harvey, Irma, Maria, California Wildfires and more