479 Open source projects that are alternatives of or similar to torchgeo

The STARFM fusion model for Python

Forecasting wildfire danger using deep learning.

Google Earth Engine side projects and tutorial scripts

Generate Python model classes (pydantic, attrs, dataclasses) based on JSON datasets with typing module support

Xarray backend to Copernicus Sentinel-1 satellite data products

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Batch equivalent of PyTorch Transforms.

Remote Sensing and GIS Software Library; python module tools for processing spatial data.

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

Earth Observation Data Access Gateway

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment:

Search, download, and preprocess Landsat imagery 🛰️

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

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

This is an collection of blog posts turned into a course format

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Machine Learning eXchange (MLX). Data and AI Assets Catalog and Execution Engine

Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

🤖 PyTorch toolkit for biomedical imaging ❤️

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

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

Information of public available data sets for biomechanics.

Functional data science

Open source remote sensing analysis tool

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

Dagpi is a powerful and fast api that does image manipulation as well as serves datasets. It is fast and written in rust and python. Perfect for discord bots, social media apps, camera apps and more.

A python library for geo-spatial processing and machine learning

Meta-analytic datasets for R

Educational Resources on Neural Networks for Ecology and Remote Sensing

Add multilingual support to your laravel 5 models

An easy-to-use, modular, extendable and absurdly fast Julia package for dynamical billiards in two dimensions.

A collection of Earth Engine Apps created using geemap, voila, and heroku

A collection of Models, Datasets, DataModules, Callbacks, Metrics, Losses and Loggers to better integrate pytorch-lightning with transformers.

Official repository of Learning Multi-Human Optical Flow (IJCV 2019)

A Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.

This program gets your external, & internal, IP addresses, checks them against your "saved" IP addresses and, if a difference is found, emails you the new IP(s). This is useful for servers at residential locations whose IP address may change periodically due to actions by the ISP.

A Curated List of Computational Biology Datasets Suitable for Machine Learning

Backport of the cross-DB JSONField model and form fields from Django 3.1.

Sensor data aggregation tool for any numerical sensor data. Robust and privacy-friendly.

FastNN provides distributed training examples that use EPL.

A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations

Data package for accessing GeoDa datasets using R

Python package for data.world

திருக்குறள் by திருவள்ளுவர்.

Google PlayStore App dataset. (2.3 million App Data) and 24 attributes

Scripts to run and benchmark scRNA-seq cell cluster labeling methods

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

Elegant Tesla API in Swift

🚓 Crime dataset for the City of Buenos Aires, Argentina

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

Clothing detection dataset

Multi-Label Remote Sensing Image Retrieval By Using Deep Features

SIXray : A Large-scale Security Inspection X-ray Benchmark in CVPR 2019

A curated list of datasets, publically available for machine learning research in the area of manufacturing

distributed data sync with operational transformation/transforms

NPM package for copying and converting Cloud Firestore data to BigQuery.

A research data management plugin for the Git version control system.