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.
☆12Mar 31, 2021Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 遥感图像滑坡识别☆15Jul 21, 2021Updated 4 years ago
- Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes☆13Dec 8, 2022Updated 3 years ago
- A Deep Learning Framework for High Precision Recognition and Segmentation of Co-seismic Landslides☆25Aug 30, 2019Updated 6 years ago
- Semantic-segmentation-methods-for-landslide-detection☆30Mar 7, 2021Updated 5 years ago
- Classification task for predicting landslides based on GIS maps using locally aligned convolutional neural networks. This work is license…☆47Apr 29, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 利用faster-rcnn目标检测网络实现滑坡的提取☆72Dec 19, 2020Updated 5 years ago
- r.landslide is a free and open source add-on to the open source Geographic Information System (GIS) GRASS software for the mapping of lan…☆18Feb 1, 2021Updated 5 years ago
- The implementation of CDMI-Net in Paper - Deep Multiple Instance Learning for Landslide Mapping☆27Sep 15, 2020Updated 5 years ago
- ☆11Oct 1, 2021Updated 4 years ago
- ☆14Dec 13, 2022Updated 3 years ago
- Landslide Detection from satellite imagery☆19Jun 17, 2022Updated 3 years ago
- Landslide susceptibility mapping by deep learning and slope unit☆78Feb 4, 2020Updated 6 years ago
- U-Net augmented with dilated convolution and attention module for landslide segmentation☆15Nov 21, 2022Updated 3 years ago
- Landslide Susceptibility Assesment Tool☆20Apr 24, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆46May 10, 2021Updated 4 years ago
- ● Work on the project “LANDSLIDE FORECASTING SYSTEM” with Dr. Varun Dutt, an Associate Prof of IIT MANDI. ● My task was to implement vari…☆13Sep 17, 2020Updated 5 years ago
- A repository that contains a workflow for performing InSAR timeseries analyses with UAVSAR data. The workflow is primarily used by Forres…☆19Oct 20, 2021Updated 4 years ago
- This repo is the solution for landslide4Sense challenge.☆56Jul 1, 2022Updated 3 years ago
- Research project on building and evaluating deep learning models for landslides detection on satellite images☆56Jun 27, 2019Updated 6 years ago
- Created to automate the climatological analysis workflows USACE Regulatory Project Managers are required to perform to comply with long-s…☆12Jun 27, 2023Updated 2 years ago
- DRIP and SLIP Landslide Detection Package☆69Aug 17, 2023Updated 2 years ago
- Data description and baseline code for LandSlide4Sense 2022 competition☆137Jun 21, 2023Updated 2 years ago
- Machine learning tool to detect landslides from optical satellite imagery☆123Dec 8, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Deep insight into novel TabTransformer architecture for learning task on tabular data☆13Nov 11, 2022Updated 3 years ago
- ☆14Jul 5, 2025Updated 8 months ago
- An analysis on Aadhaar dataset using Mapreduce and Spark☆14Feb 28, 2018Updated 8 years ago
- ☆11May 6, 2022Updated 3 years ago
- ☆36Jul 2, 2024Updated last year
- Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslide…☆17Jul 20, 2021Updated 4 years ago
- ☆11Mar 30, 2020Updated 5 years ago
- A revised version of the topographic wetness index written for arcpython☆10Jul 26, 2014Updated 11 years ago
- Code for the IROS 2020 paper "Cloth Region Segmentation for Robust Grasp Selection"☆12Nov 1, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 刘老师团队选拔:深度学习Pytorch框架构建Unet模型识别滑坡☆10Mar 27, 2021Updated 5 years ago
- Workshop on Quantitative Geomorphology at IIT Gandhinagar (February 2020)☆14Feb 23, 2020Updated 6 years ago
- Analytics projects using Big Data eco-systems (Hadoop, Spark, Storm)☆17Dec 27, 2021Updated 4 years ago
- This repository is a collection of basic scripts for landslides detection using space-based data in Sentinel Hub. It aims to facilitate w…☆15Nov 18, 2020Updated 5 years ago
- Dual-tree complex wavelet combined with non-local means ASL fMRI denoising is a software toolbox that can denoise MR images, especially A…☆11Dec 14, 2017Updated 8 years ago
- This repository contains an implementation of a deep learning Mask R-CNN algorithm for nuclei segmentation from whole slide images of tis…☆18Nov 10, 2019Updated 6 years ago
- Modello Random Forest per la creazione di una mappa di suscettibilità da frane superficiali // // Tesi di Laurea Magistrale in Scienze de…☆13Apr 27, 2021Updated 4 years ago