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Description
AlphaEarth Foundations, a cutting-edge AI model developed by DeepMind, functions as a "virtual satellite" by synthesizing extensive and diverse Earth observation data, which includes optical and radar imagery, 3D laser mapping, and climate simulations, into a compact and unified embedding for every 10x10 meter area of land and coastal regions. This innovative approach allows for efficient, on-demand mapping of planet-wide terrains while significantly reducing storage requirements compared to earlier systems. By merging various data streams, it adeptly addresses issues of data overload and inconsistencies, resulting in summaries that are 16 times smaller than those generated by traditional methods, all while achieving a remarkable 24% reduction in error for tested tasks, even in scenarios where labeled data is limited. The annual collections of embeddings are made available as the Satellite Embedding dataset on Google Earth Engine, and they are already being utilized by various organizations to classify previously unmapped ecosystems and to monitor changes in agriculture and the environment, showcasing the practical applications of this groundbreaking technology. This model not only enhances our understanding of Earth’s complexities but also paves the way for future advancements in environmental monitoring and conservation efforts.
Description
eCognition Developer serves as a robust platform for conducting object-based image analysis, particularly in the field of earth sciences. This software enables users to create rule sets or applications for eCognition Architect, facilitating the automatic interpretation of remote sensing data. It is versatile enough to handle a range of remote sensing applications, including vegetation mapping, feature extraction, change detection, and object recognition. By adopting an object-based methodology, it supports the analysis of various data types, encompassing medium to high-resolution satellite imagery, high to very high-resolution aerial photographs, lidar, radar, and even hyperspectral data. With a rich suite of algorithms specifically designed for diverse image analysis challenges, eCognition Developer allows users to select from a broad array of segmentation techniques, including multiresolution segmentation, quadtree, or chessboard methods. This flexibility empowers researchers and analysts to tailor their approach to meet specific project needs effectively.
API Access
Has API
API Access
Has API
Integrations
AlphaCode
Gemini
Gemini Enterprise
Google Earth Engine
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Google DeepMind
Founded
2010
Country
United States
Website
deepmind.google/discover/blog/alphaearth-foundations-helps-map-our-planet-in-unprecedented-detail/
Vendor Details
Company Name
Amigo Optima Software Solutions
Founded
2011
Country
India
Website
www.amigooptima.com/ecognition-developer.php