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Information extraction

●Integrating the SAM big model and adopting the target recognition+SAM segmentation mechanism to achieve segmentation and target recognition of large-scale remote sensing images

●Enhanced Pompt prompt for building semantic segmentation

●Point Cloud Local Characteristics of Expanded Chart Neural Networks Based on Extraction of Deep Network Model Algorithms and New Type of Point Network RG-GCN Algorithms for Semantic Segmentation of Outdoor and Indoor Scenes, respectively

●Based on video source data for spatial processing, enhance video clarity and resolution through video fusion, and make full use of information such as time sequence and context to quickly detect video targets

●Added small data volume real-time inference and large data volume offline inference analysis services, integrating image segmentation, geological image extraction and other services

●Supports geological information such as geological text, tables, geological columnar charts, and other types of identification content can be converted to text, tables, etc.

Data Science Calculation

●Provides Notebook-based online data processing, modeling, mining, and analysis based on spatial data

●Support web interactive sharing to collaboratively build business analytics models, one-click publish as a service

●Provides rich data science computing libraries for data statistics, machine learning, and deep learning

Map of geographical knowledge

●Supports the construction of geographic knowledge maps to express relationships between geographical entities in an intuitive cartographic way

●Provides a directory service based on geographic knowledge maps, supporting compact trees, circular layouts and other map visualization methods

●Provides geographic map query and analysis, map association analysis, etc., to enhance the dynamic perception of geographic phenomena and knowledge discovery, etc.

Intelligent modeling

●Integrate advanced deep learning methods to build a deep learning modeling framework

●Make full use of rocky data information to extract implicit geological features and realize more dimensional geological structures in all directions

●Improve generalization capabilities of 3D modeling models through deep learning and sample training to better address modeling problems in complex geological systems

Intelligent analysis and interaction

●Added intelligent analytics function module for managing time-consuming AI analysis tasks, built-in image instance segmentation, semantic segmentation and other services

●New intelligent interaction function module, using vector embedding, natural language large model and other technologies, to provide natural language large model knowledge base management, knowledge base Q&A, large model Q&A, natural language interpretation, tool calls, content generation and other functions

Large model

●Integrates a variety of commonly used large-scale algorithms such as natural language models, visual models, and multimodal models to enable more industry applications

●Added large model management tools to provide process management tools such as fine-tuning data sets, reasoning deployment, tuning, and evaluation to facilitate the development of proprietary large models for the geographic industry

●Added hint engineering, knowledge base, plugin, rule base and other intelligent body application construction tools to simplify the process of building AI intelligent body / intelligent assistant application development, improve application development efficiency and convenience

Product application scenarios