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GitHub topics: disaster-detection

saivasanthg/Alert_Text_Detector

Alert Text Detector is an NLP-based model that detects alert messages from social media posts. It is built using BERTweet Base and trained on a dataset of 23,000 tweets (alert & non-alert). The model flags emergency-related messages and classifies tweets based on textual content.

Language: Jupyter Notebook - Size: 2.35 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 1

vyshnavidevi11/Alert_Text_Detector

Alert Text Detector is an NLP-based model that detects alert messages from social media posts. It is built using BERTweet Base and trained on a dataset of 23,000 tweets (alert & non-alert). The model flags emergency-related messages and classifies tweets based on textual content.

Size: 1.95 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

md-hameem/Climate-Disasters-Warning-Systems

Climate Disaster Warning System is a deep learning-based project for detecting wildfires, floods, and sea-level rise using satellite and ground data. It leverages ResNet, Vision Transformer (ViT), and GRACE datasets to support early warning systems and climate research.

Language: Jupyter Notebook - Size: 26.8 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Programmer-RD-AI/NLPrescue

NLPrescue is an advanced Natural Language Processing system designed to detect and classify disaster-related tweets in real-time. Built with PyTorch and modern NLP techniques, it helps emergency responders quickly identify genuine disaster situations on social media platforms.

Language: Python - Size: 1.29 MB - Last synced at: about 3 hours ago - Pushed at: about 5 hours ago - Stars: 1 - Forks: 0

anchittandon/Disaster-prediction

This project aims at predicting natural disasters using Machine Learning. This project was submitted as a part of Code.Fun.Do++ hackathon organised by Microsoft in 2018.

Language: Jupyter Notebook - Size: 582 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 6

husseinmozannar/multimodal-deep-learning-for-disaster-response

Damage Identification in Social Media Posts using Multimodal Deep Learning: code and dataset

Language: Python - Size: 62.5 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 43 - Forks: 16

Related Keywords
disaster-detection 6 deep-learning 4 machine-learning 4 text-classification 3 social-media-analysis 3 nlp 3 python 2 pytorch 2 transformers 2 huggingface 2 flask 2 emergency 2 bertweet 2 alert-system 2 satellite-data 1 sea-level-rise 1 vision-transformer 1 emergency-response 1 natural-language-processing 1 android 1 dataset 1 decision-fusion 1 feature-fusion 1 multimodal-deep-learning 1 resnet 1 netcdf 1 keras 1 jupyter-notebook 1 geospatial-analysis 1 flood-detection 1 fire-detection 1 early-warning-system 1 computer-vision 1 climate-science 1