Dogiye12 / Satellite-Image-Captioning-Model-for-Environmental-DataLinks
This project generates captions for synthetic satellite imagery using machine learning, describing environmental features such as vegetation, water, and urban areas. It provides a benchmark-ready dataset and modeling workflow for testing satellite image captioning without relying on real-world data.
☆13Updated last month
Alternatives and similar repositories for Satellite-Image-Captioning-Model-for-Environmental-Data
Users that are interested in Satellite-Image-Captioning-Model-for-Environmental-Data are comparing it to the libraries listed below
Sorting:
- ext mining of Twitter/X posts to detect local climate adaptation strategies.☆14Updated 4 months ago
- This project automates river network extraction from satellite imagery using deep learning. It employs a U-Net architecture for precise s…☆15Updated 2 weeks ago
- Use multi-temporal shoreline datasets and CNN/RNN for erosion prediction.☆15Updated 2 weeks ago
- ML/NLP system for flagging misleading content on climate topics.☆13Updated 4 months ago
- Semi-automated change detection tool using PCA + supervised ML classifiers.☆13Updated 4 months ago
- This project demonstrates how synthetic satellite imagery data can be used to train a machine learning model for detecting illegal loggin…☆15Updated last month
- Train a U-Net model for oil spill segmentation using Sentinel-1 imagery.☆15Updated 4 months ago
- Use GPT/Transformer models to extract key environmental risks and mitigations.☆13Updated 4 months ago
- NLP model analyzing climate policy documents for actionability and effectiveness.☆13Updated 4 months ago
- This project applies Sentinel-2 satellite imagery and machine learning to classify mangrove health, distinguishing healthy from stressed …☆15Updated 2 weeks ago
- This project compares Kriging and Random Forest machine learning for spatial interpolation of rainfall using synthetic data in Google Ear…☆15Updated last month
- Forecast AQI using LSTM/GRU models on PM2.5, NOx, CO data.☆14Updated 4 months ago
- Scrape and display tech and cybersecurity news headlines in real time using NewsAPI. Allow user-selected topics and push notifications.☆18Updated 4 months ago
- A synthetic machine learning pipeline for forecasting agricultural yields under climate change. It integrates climate, soil, management, …☆14Updated 3 weeks ago
- Predict WQI using lab data and ML regression models (e.g., ANN, RF).☆13Updated 4 months ago
- Heavy-Metal-Prediction-in-Groundwater generates synthetic groundwater quality data and applies machine learning to predict heavy metal co…☆13Updated last month
- This project uses synthetic environmental data and AI to track progress toward Sustainable Development Goals (SDGs). It computes a compos…☆15Updated 2 weeks ago
- 3D modeling (Cesium.js or Blender) showing projected sea level rise on coastal cities.☆14Updated 4 months ago
- This project uses AI to map biodiversity hotspots by analyzing environmental variables and species richness data. A machine learning mode…☆15Updated 3 months ago
- ☆13Updated 4 months ago
- ☆13Updated 4 months ago
- This project creates an interactive heatmap to visualize CO₂ emissions from power plants using geospatial data. It helps identify high-em…☆15Updated 3 months ago
- Implement a facial recognition system that detects and classifies emotions (happy, sad, angry, etc.) in real time using OpenCV and CNNs. …☆17Updated 4 months ago
- ☆12Updated 4 months ago
- Based on slope, rainfall, land use, and NDVI data.☆13Updated 4 months ago
- A natural language processing project that classifies weather report text sentiment as positive, neutral, or negative, helping analyze em…☆15Updated last month
- Add OTP-based two-factor authentication to a user login system using Flask or Django. Send codes via Twilio or email.☆16Updated 4 months ago
- Time-series flood map generator using Sentinel-1 and GEE scripting.☆16Updated 3 weeks ago
- Wetland Classification Using GEE and CNNs employs synthetic spectral and index features to classify land into water, wetland, and upland.…☆13Updated last month
- ☆12Updated 4 months ago