Projects sharing features with Earthengine Api

TorchGeo is a PyTorch library designed for deep learning on geospatial data, providing a framework for building and training neural networks for tasks such as semantic segmentation, object detection, and change detection. It serves as a comprehensive pipeline for remote sensing, featuring specialized dataset loaders and multispectral image preprocessing tools. The library is distinguished by a dedicated remote sensing model zoo and extensive support for transfer learning, allowing users to integrate pre-trained weights optimized for specific satellite sensors. It also includes support for sel

Commanded is an Elixir framework designed for building event-sourced applications that utilize domain-driven design. It provides a structured environment for implementing command-query responsibility segregation, allowing developers to separate write-side command processing from read-side data projection. By treating state changes as an immutable sequence of events, the framework ensures a reliable audit trail and facilitates system recovery. The project distinguishes itself through its support for distributed process orchestration and event-driven middleware pipelines. It enables the managem

ArrayFire is a hardware-agnostic compute framework and JIT-compiled tensor engine designed for high-performance numerical computing. It serves as a GPU numerical computing library and parallel signal processing toolkit that abstracts hardware backends, allowing the same codebase to execute across various GPU architectures and CPUs. The project distinguishes itself through a JIT engine that uses expression compilation to fuse operations and minimize memory overhead. It employs a deferred execution graph to optimize computation chains and provides interoperability primitives to share data and e

This project is a Node.js library and browser automation framework that provides a JavaScript interface for the Chrome DevTools Protocol. It functions as a headless browser controller, enabling the programmatic management of browser targets, the execution of scripts, and the monitoring of network activity via WebSocket connections. The interface includes an interactive shell and REPL for real-time command execution and event binding. It also provides utilities for retrieving protocol descriptors and inspecting embedded documentation to identify available commands and parameter types. The lib

Potree is a web-based point cloud rendering engine and viewer designed for the visualization and analysis of massive 3D spatial datasets and LIDAR scans. It functions as a geospatial analysis tool that enables the interactive exploration of high-density point clouds directly within a web browser using WebGL. The system utilizes eye-dome lighting to enhance depth perception of 3D structures and supports virtual reality for immersive spatial exploration. It provides specialized capabilities for 3D scene documentation through hierarchical annotations and the creation of animated camera fly-throu

Cesium is a JavaScript geospatial visualization library and 3D globe engine designed to render world-scale environments and precision spatial data. It functions as a web-based mapping tool that displays hardware-accelerated 3D globes and 2D maps directly in a browser without requiring external plugins. The project operates as a 3D tiles renderer, utilizing the 3D Tiles open standard to stream and display large-scale geospatial datasets. It enables the visualization and analysis of high-accuracy spatial information across global environments. The library covers a broad range of capabilities,

F Prime is a component-based framework designed for the development and deployment of embedded and spaceflight software. It provides a modular architecture that decouples software logic from communication interfaces, allowing developers to define system structures through a domain-specific modeling language. This model-based approach enables automated code generation, ensuring consistency across complex system topologies while maintaining strict interface contracts between software modules. The framework distinguishes itself through its integrated build system and ground data operations suite

so-novel is a web novel downloader and scraping engine designed to extract structured text from websites and convert it into electronic book formats. It functions as a multi-interface content extractor, providing a shared backend accessible via a web-based management dashboard, a terminal user interface, and a command line interface. The system utilizes a rule-driven approach for data extraction, using CSS selectors and XPath rules defined in external configuration files to map web elements to specific data fields. To maintain access to content, it includes a proxy-routed request pipeline to

The Google API Go Client Library is a collection of auto-generated Go packages designed to facilitate authenticated requests to Google services via HTTP and gRPC. It serves as an API request and response manager that converts API discovery documents into typed code to provide a consistent interface for interacting with various services. The library includes a dedicated OAuth 2.0 authentication client used to manage token lifecycles, handle service account credentials, and perform authorization flows. It supports identity impersonation, allowing a security context to assume the identity of a t

HanekeSwift is a generic caching library for iOS and a specialized image caching framework. It provides a multi-level system that stores arbitrary data types in memory and on persistent disk storage to reduce network requests. The project features a specialized image handler that manages asynchronous loading, resizing, and disk storage for user interface components. It includes a background retrieval system that fetches remote content and automatically populates local caches. The library covers key-value data storage with sequential fallbacks, where it checks memory, then disk, and finally r

Hypercore is a distributed append-only logging system designed for maintaining cryptographically signed data streams that are replicated and verified across a network of peers. It provides verifiable data storage using a Merkle tree structure to ensure the integrity and authenticity of information through cryptographic proofs. The project is distinguished by its support for sparse data replication, which allows peers to download only the specific ranges or blocks of a log required for their current needs to reduce bandwidth. It also implements encrypted peer-to-peer messaging and the ability

This project is a JavaScript-based workflow engine designed to execute business process models defined in standard XML. It functions as a stateful orchestrator that manages the lifecycle of complex processes by moving virtual tokens through tasks, gateways, and events. The engine provides a runtime environment for automating business logic, integrating external services, and coordinating human tasks within Node.js or browser-based applications. The engine distinguishes itself through its high degree of extensibility and state management capabilities. It allows developers to inject custom beha

The Azure SDK for .NET is a collection of client and management libraries that enable .NET applications to interact with cloud services through a consistent, well-defined programming model. It provides a unified interface for authenticating, configuring HTTP pipelines, and calling service methods either synchronously or asynchronously, with support for pagination, long-running operations, and structured error handling. The SDK distinguishes itself through comprehensive authentication options, including connection strings, OAuth token credentials, managed identity, service principals, and deve

The Azure SDK for Python is a collection of libraries that enables programmatic management of Azure cloud resources and services directly from Python code. It provides a credential-based authentication pipeline for secure access, along with an async-first client design that supports concurrent I/O operations without blocking the event loop. The SDK is built on AutoRest-generated client code from OpenAPI specifications, offering both synchronous and asynchronous service clients. It includes a long-running operation poller abstraction for managing operations that require status checks and retry

This project is a feature-rich data grid component designed for Vue applications. It provides a flexible interface for rendering, managing, and manipulating structured information, offering built-in support for essential tabular operations such as sorting, filtering, pagination, and row selection. The library distinguishes itself through its highly extensible architecture, which allows developers to override default rendering for cells, headers, and pagination controls using scoped slots. It supports complex data workflows by enabling hierarchical organization through collapsible row grouping

MoviePy is a Python video editing library and automated video processor designed for programmatically cutting, concatenating, and manipulating video and audio files. It serves as a non-linear video editor and an interface for FFmpeg to handle the reading, writing, and conversion of diverse media formats and codecs. The library enables automated video composition through the layering of multiple video and audio streams using transparency and coordinate-based positioning. It supports dynamic content generation by inserting text overlays and performing custom video frame processing where raw fra

Olive is an open-source non-linear video editor and multi-track compositor designed for digital video production. It provides a desktop application for arranging, cutting, and trimming video and audio clips on a timeline to create high-resolution cinematic content. The software employs a proxy-based editing workflow, substituting high-resolution assets with low-bitrate temporary files to maintain fluid playback and scrubbing performance. This is supported by a non-destructive timeline engine that maps media clips using metadata pointers rather than modifying original source files. The system

freegeoip is a self-hosted geolocation service and API server that maps IP addresses and hostnames to geographic locations. It functions as a MaxMind database reader, parsing binary geolocation databases to provide location data through a REST interface. The project distinguishes itself by providing a private alternative to cloud geolocation providers, managing local database files and automating periodic updates. It includes a reverse proxy IP resolver to extract original client addresses from proxy headers, ensuring accurate mapping behind load balancers. The service incorporates a quota m

ImageToolbox is an open-source Android application designed for comprehensive image manipulation and batch processing. It provides a toolkit for performing advanced visual edits, including background removal, geometric transformations, and the application of complex filter chains to prepare image assets. The application distinguishes itself through a modular, pipeline-based architecture that allows for the integration of new processing algorithms as isolated plugins. It leverages native hardware acceleration to handle intensive pixel manipulation tasks and supports asynchronous execution to m

The Sentinels for Common Agricultural Policy - Sen4CAP project aims at providing to the European and national stakeholders of the CAP validated algorithms, products, workflows and best practices for agriculture monitoring relevant for the management of the CAP. The project will pay particular…

A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.

Libvips is a C-based image processing library designed to manipulate large visual assets through a low-memory, parallel processing pipeline. It functions as a streaming image processor that avoids loading entire files into system memory, enabling the handling of massive images in resource-constrained environments. The library distinguishes itself through a demand-driven architecture that constructs a deferred execution plan, computing only the necessary pixels for a final output. By utilizing a cache-friendly tiled processing model and memory-mapped file access, it minimizes latency and redun

Rembg is a machine learning-based toolkit designed for automated image background removal and subject segmentation. It functions as a versatile engine that identifies and extracts subjects from images, supporting diverse input methods including individual files, directory-based batch processing, and live binary data streams. The project distinguishes itself through its flexible integration options, offering a command-line interface for local automation, a library for programmatic access, and an HTTP service for remote requests. It utilizes deep learning architectures to classify pixels and ge

This project is an AI watermark removal tool designed to restore pixels hidden by logos and masks in images and videos. It utilizes reverse alpha blending to eliminate watermarks and recover original media content. The tool operates as a local media processor, executing all restoration algorithms on the client device or within the browser to prevent files from being uploaded to remote servers. It further functions as a browser media interceptor via extensions and userscripts to automatically replace watermarked previews and downloads with cleaned versions. Capabilities include bulk media pro

Lama Cleaner is an AI-powered image editing application focused on inpainting, object removal, and generative filling. It provides a suite of tools for erasing unwanted elements from photos and filling the resulting gaps using generative artificial intelligence. The project includes specialized capabilities for image outpainting to extend borders, background removal through object segmentation, and face restoration to fix visual defects. It also features an image upscaler to increase resolution and clarity via super-resolution AI, as well as a Stable Diffusion-based editor for replacing speci

Unstract is an unstructured data extraction system and ETL pipeline orchestrator that uses large language models to convert documents, images, and scans into structured JSON. It provides a document extraction API for integrating these capabilities into external automation tools and includes a Model Context Protocol server to connect AI agents to structured information retrieval. The system ensures data accuracy through a verification tool featuring dual-model verification and human-in-the-loop review with coordinate-based document highlighting. It utilizes natural language extraction schemas