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  6. Real-Time Geo Detector

Real-Time Geo Detector

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last updated:Sep 29, 2020

オービタルネット
オービタルネット
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AI detects any identifiable features from aerial photographs.

The Real-Time Geo Detector is an aerial photo land feature interpretation system that applies deep learning real-time object recognition technology, which simultaneously identifies candidate regions and classifications from images and videos. It is realized using the CNN object detection algorithm YOLOv3 and the open-source deep learning framework Darknet. Although this technology is originally intended for real-time object detection from videos, it leverages the characteristics of real-time object detection algorithms to instantly detect land features from large volumes of aerial photographs instead of videos. By operating on a GPU-equipped PC, it can detect land features from wide-area aerial photographs at ultra-high speed and register their coordinate information in a spatial database.

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Real-Time Geo Detector

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  • Related Link - https://www.orbitalnet.jp/service/p54/

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basic information

■Examples of features detectable from aerial photographs - Ground-mounted mega solar panels - Solar panels installed on buildings - Intersections - Automobiles - Vinyl houses, glass greenhouses , etc. For other features, please consult us. ■Aerial photograph analysis services available - Geospatial Information Authority maps - GEOSPACE CDS - Other aerial photographs stored on various disks ■Output formats available SHAPE GeoJSON CSV Others

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■Examples of features detectable from aerial photographs - Ground-mounted mega solar panels - Solar panels installed on buildings - Intersections - Automobiles - Vinyl houses, glass greenhouses , etc. For other features, please consult us.

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Real-Time Geo Detector Applied with AI Object Detection - Aerial Photo Interpretation of Smaller Ground Features

Real-Time Geo Detector Applied with AI Object Detection - Aerial Photo Interpretation of Smaller Ground Features

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Real-Time Geo Tracer utilizing deep learning and instance segmentation

Real-Time Geo Tracer utilizing deep learning and instance segmentation

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Deep Learning Driven Innovation

Deep Learning Driven Innovation

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オービタルネット

オービタルネット

Construction Consultant

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Orbital Net develops IT services in the fields of mapping, surveying, and construction consulting. By selecting, combining, and customizing a range of open-source software for geospatial systems known as FOSS4G as needed, we can provide optimal systems. Furthermore, by integrating these technologies with AI, we aim not only to improve and automate operations but also to achieve things that were previously impossible, ultimately continuing to create new value that has never existed before.

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