557 Open source projects that are alternatives of or similar to Land-Cover-Classification-using-Sentinel-2-Dataset

Satellite imagery for dummies.

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale

Distributed version-control for geospatial and tabular data

Road and Building Segmentation in Satellite Imagery

Earth Observation Data Access Gateway

Urban change model designed to identify changes across 2 timestamps

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

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

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

A curated list of geospatial tools, data, tutorials, information, and more

This is the repo for open source geospatial data download sites.

Satellite image time series in R

Examples for a blog series on Geospatial Julia using ArchGDAL

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

Display GeoTIFFs and soon other types of raster on your Leaflet Map

A Curated List of Python Resources for Earth Sciences

Python for Atmosphere and Ocean Scientists

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Static website for viewing and analyzing GeoTIFF's in the browser

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

A library to create interactive maps of geographical datasets

placekey.io

Introduction to Geospatial Raster and Vector Data with Python

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

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

Perform fast and efficient data analysis with the power of SQL

Thin Julia wrapper for GDAL - Geospatial Data Abstraction Library

A Simple but Powerful CNN Trainer For PyTorch

A Turf toolbar for OpenLayers.

resource collection for transfer learning!

SIAC GEE version

Geodesy PHP - Port of some known geodesic/math functions for getting distance from a known point A to a known point B given their coordinates. It also supports conversion between units of length, Polar position to Cartesian coordinates, and different Reference Datums.

Repositório dos exemplos e desafios utilizados na disciplina de Visão Computacional do curso de MBA Machine Learning da FIAP

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

Implementation of a Neural Network that can detect whether a video is in-game or not

R bindings for H3, a hierarchical hexagonal geospatial indexing system

Unseen Object Segmentation in Videos via Transferable Representations, ACCV 2018 (oral)

Real-time AI-powered translation of American sign language to text

The STARFM fusion model for Python

Port of Uber's H3 to .NET

Address book for computer vision models.

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

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

Official deegree repository providing geospatial core libraries, data access and advanced OGC web service implementations

My solutions to the projects assigned for the Udacity Computer Vision Nanodegree

Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"

Implementation of ULMFit algorithm for text classification via transfer learning

🤖 Cozmo the Robot recognizes objects with TensorFlow

A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)

Project Documentation, Best Practices & Procedures for Spatial Analysis and Mapping Projects

DE-9IM spatial predicate library implemented in Javascript.

Pre-trained VGG-Net Model for image classification using tensorflow

Combine Census blocks into new shapes

✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

api3.geo.admin.ch source code.

A minimalist (geospatial) ETL

Code for the paper: "SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification"