219 Open source projects that are alternatives of or similar to fabric

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

Open solution to the Mapping Challenge 🌎

The U-Net Segmentation server (caffe_unet) for Docker

To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor

Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.

Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Yet another repository for developing and benchmarking deep learning-based change detection methods.

Q. Zhang, Q. Yuan, J. Li, Z. Li, H. Shen, and L. Zhang, "Thick Cloud and Cloud Shadow Removal in Multitemporal Images using Progressively Spatio-Temporal Patch Group Learning", ISPRS Journal, 2020.

IntersectionObserver, MutationObserver and PerformanceObserver in Vue.js

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

Video prediction using lstm and unet

A CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data

Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture

deck.gl layers and WebGL modules for client-side satellite imagery analysis

Github action to retrieve all (added, copied, modified, deleted, renamed, type changed, unmerged, unknown) files and directories.

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium

An ORM friendly mapper. Allows saving entire entity graphs. Heavily inspired in GraphDiff and AutoMapper.

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.

Automatic mapping of center pivot irrigation systems, planted forests and rural infrastructures

Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

Brainy is a virtual MRI analyzer. Just upload the MRI scan file and get 3 different classes of tumors detected and segmented. In Beta.

Road and Building Segmentation in Satellite Imagery

ROS driver for Prophesee event-based sensors

A PyTorch collection of semantic segmentation tools.

Smart India Hackathon 2019 project given by the Department of Atomic Energy

A Curated List of Python Resources for Earth Sciences

Low Light Image Enhancement

This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development

Cell Detection with PyTorch.

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

Xarray backend to Copernicus Sentinel-1 satellite data products

Github action to verify file changes that occur during the workflow execution.

Alerts you via email about a website change.

A python package that extends Google Earth Engine.

Enable multiple players to connect to the same enrironment (UNET), fly a drone, and watch others fly their drones

Package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery

Twitter bot that posts videos showcasing how random locations in the world have changed since 1984.

Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification (GRSL, 2017)

This is a code repository for pytorch c++ (or libtorch) tutorial.

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

A Modular Framework for LiDAR-based Lifelong Mapping

A demo to demonstrate Angular change detection

2D and 3D UNet implementation in PyTorch.

Urban building extraction in Daejeon region using Modified Residual U-Net (Modified ResUnet) and applying post-processing.

A collection of deep learning models (PyTorch implemtation)

Google Earth Engine application that finds Sentinel-2 images that are cloud-free in a particular area of interest.

The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms

The STARFM fusion model for Python

Implemenation of UNets for Lung Segmentation

Medical Image Ceil Segment

Earth Observation Data Access Gateway

**[ARCHIVED]** website changes tracker 🔍

Open solution to the Airbus Ship Detection Challenge

Unet_3d,Segment

a deep model that segments water on multispectral images

A ninja python package that unifies the Google Earth Engine ecosystem.