tanishakumbhakar / Landslide_detection_using_Mask_RCNN
Freely available landslide photographs are collected from distinct sources to create the training dataset. Transfer learning is used for achieving good results with finite training samples. Object detection task is performed on landslide photographs for achieving landslide detection with minimal dataset using a pre-trained Mask R-CNN model.
☆11Updated 4 years ago
Alternatives and similar repositories for Landslide_detection_using_Mask_RCNN
Users that are interested in Landslide_detection_using_Mask_RCNN are comparing it to the libraries listed below
Sorting:
- Landslide Detection from satellite imagery☆17Updated 2 years ago
- Semantic-segmentation-methods-for-landslide-detection☆28Updated 4 years ago
- Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes☆13Updated 2 years ago
- ☆14Updated 2 years ago
- Dynamic landslide susceptibility assessment using InSAR techniques☆25Updated last year
- difference images for landslide detection with GEE☆12Updated 3 years ago
- Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslide…☆15Updated 3 years ago
- A Deep Learning Framework for High Precision Recognition and Segmentation of Co-seismic Landslides☆24Updated 5 years ago
- Landslide segmentation using Deep Deconvolutional Residual UNet☆11Updated 4 years ago
- Landslide susceptibility mapping using Machine Learning - A Danish case study☆45Updated 2 years ago
- U-Net augmented with dilated convolution and attention module for landslide segmentation☆13Updated 2 years ago
- Landslide susceptibility mapping by deep learning and slope unit☆66Updated 5 years ago
- Automatic identification of active landslides over wide areas from multi-source InSAR measurements using Faster RCNN☆50Updated 11 months ago
- This repo is the solution for landslide4Sense challenge.☆45Updated 2 years ago
- Classification task for predicting landslides based on GIS maps using locally aligned convolutional neural networks. This work is license…☆44Updated 5 years ago
- ☆16Updated 2 years ago
- 刘老师团队选拔：深度学习Pytorch框架构建Unet模型识别滑坡☆9Updated 4 years ago
- Landslide Susceptibility Assesment Tool☆21Updated 4 years ago
- Landslide detection using Random Forest model☆17Updated 4 years ago
- Landslide susceptibility mapping based on deep learning methods☆11Updated 6 months ago
- 遥感图像滑坡识别☆15Updated 3 years ago
- Co-seismic landslide detection using ResUnet☆34Updated last year
- ☆11Updated 3 years ago
- Landslide Susceptibility Mapping by a Meta-learning Way☆25Updated last year
- This tool is to develop an easy-to-use tool package called Landslide Susceptibility Mapping Tool Pack (LSM Tool Pack) for producing lands…☆41Updated 2 years ago
- Landslide Susceptiblity Mapping☆17Updated 4 years ago
- This repository contains codes and sample data from the journal paper "Rapid Mapping of landslide on SAR data by Attention U-net" by Nava…☆23Updated 2 years ago
- By using the pre-trained models, this method enables quick and simple mapping of landslides at various spatiotemporal scales. The method …☆21Updated last year
- Repository for the paper Enhancing Land Subsidence Awareness via InSAR Data and Deep Transformers☆11Updated 3 years ago
- ThomasWangWeiHong / Water-Body-Extraction-from-Very-High-Spatial-Resolution-Remote-Sensing-Data-Based-on-FCNsPython implementation of Convolutional Neural Network (CNN) proposed in academia☆26Updated 5 years ago