49 Open source projects that are alternatives of or similar to pre-lt-raster-frames

Convert Vector data to VectorTiles with GeoTrellis.

Bulletproof Apache Spark jobs with fast root cause analysis of failures.

Map Algebra Modeling Language: It's what we and whales are.

Google Earth Engine side projects and tutorial scripts

Tools for building raster processing and display services

Climate Data Science and Earth Observation with Python.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

PMML scoring library for Spark as SparkML Transformer

Xarray backend to Copernicus Sentinel-1 satellite data products

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

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

A Curated List of Python Resources for Earth Sciences

A library to create interactive maps of geographical datasets

零售电商客户流失模型，基于tensorflow，xgboost4j-spark，spark-ml实现LR，FM，GBDT，RF，进行模型效果对比，离线/在线部署方式总结

The STARFM fusion model for Python

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

Examples of all Machine Learning Algorithm in Apache Spark

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

An umbrella project for multiple implementations of model serving

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

Routines and data structures for using isarn-sketches idiomatically in Apache Spark

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

Compile-time Language Integrated Queries for Scala

Sparkline BI Accelerator provides fast ad-hoc query capability over Logical Cubes. This has been folded into our SNAP Platform(http://bit.ly/2oBJSpP) an Integrated BI platform on Apache Spark.

A library for querying Druid data sources with Apache Spark

GeoTrellis PointCloud library to work with any pointcloud data on Spark

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

Satellite imagery for dummies.

Process live and historical data from luftdaten.info, IRCELINE and OpenAQ. Filter by station-id, sensor-id and sensor-type, apply reverse geocoding, store into timeseries and RDBMS databases, publish to MQTT, output as JSON or visualize in Grafana.

Actinia Core is an open source REST API for scalable, distributed, high performance processing of geographical data that uses mainly GRASS GIS for computational tasks (DOI: https://doi.org/10.5281/zenodo.5879231)

A Python interface between Earth Engine and xarray for processing time series data

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

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

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

Examples for a blog series on Geospatial Julia using ArchGDAL

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

Swiss Data Cube repository

Search, download, and preprocess Landsat imagery 🛰️

Earth Observation Data Access Gateway

Forecasting wildfire danger using deep learning.

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

State of the Art Natural Language Processing

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

关注AI模型上线、模型部署

❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

Distributed least squares approximation (dlsa) implemented with Apache Spark

Machine Learning Course @ Santa Clara University

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

Spark Scala docker container sample for AWS testing - EKS & S3