landslides_detection
Landslide detector
Tool to detect landslides from satellite imagery using machine learning and image analysis
Machine learning tool to detect landslides from optical satellite imagery
94 stars
6 watching
31 forks
Language: Python
last commit: over 2 years ago
Linked from 1 awesome list
geomaticsgoogle-earth-engineimage-segmentationk-meanslandslides-detectionmerging-algorithmsobiaobject-based-image-analysisoptical-satellite-imageryrandom-forestrsgislib
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 nasa-develop/drip-slip | Automated landslide detection and extreme precipitation monitoring system using satellite imagery | 66 |
 marine-debris/marine-debris.github.io | A tool for extracting spectral signatures and training deep learning models to detect marine debris from satellite images. | 46 |
 harishrithish7/fall-detection | Automates detection of human falls from CCTV camera feeds and sends alerts to hospital authorities. | 177 |
 microsoft/roaddetections | Automating road detection from aerial imagery using deep learning techniques. | 541 |
 hsg-aiml/industrialsmokeplumedetection | Detects industrial smoke plumes from satellite images using machine learning models and remote sensing data. | 40 |
 rulixiang/changedetectionpcakmeans | This MATLAB implementation detects changes in various types of land cover in satellite images using PCA and k-Means clustering | 77 |
 satish1901/methane-detection-from-hyperspectral-imagery | Methods for detecting methane in hyperspectral imagery using deep learning algorithms. | 57 |
 nasa-impact/marine_debris_ml | A deep learning model to detect floating marine debris in satellite imagery using commercial small satellite data | 81 |
 msracver/flow-guided-feature-aggregation | An implementation of an end-to-end learning framework for video object detection using feature aggregation along motion paths | 724 |
 geometalab/osmdeepod | Automated object detection from aerial imagery using OpenStreetMap data and deep learning. | 192 |
 gersl/fmask | Automated cloud, shadow, and water masking software for satellite images | 172 |
 masaiahhan/correlationqa | An investigation into the relationship between misleading images and hallucinations in large language models | 8 |
 martibosch/detectree | A Pythonic library for semantic tree segmentation from aerial imagery | 243 |
 vmarsocci/3dcd | Automatically inferring 2D and 3D change detection maps from bitemporal optical images without relying on DSMs. | 29 |
 digitalglobe/mltools | Tools for building machine learning solutions on satellite imagery | 81 |