项目作者: TA-Geoforce

项目描述 :
AI experiment to automate the process of wooden poles identification using satellite images.
高级语言:
项目地址: git://github.com/TA-Geoforce/Wooden-Poles-Object-Detection.git
创建时间: 2019-07-15T07:36:01Z
项目社区:https://github.com/TA-Geoforce/Wooden-Poles-Object-Detection

开源协议:Apache License 2.0

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Wooden-Poles-Object-Detection

AI experiments to automate the process of wooden poles identification using earth-observation imagary.

wooden-poles

Abstract

Advancement of computer vision algorithms, remote sensing, and geospatial technologies allow a continuous monitoring, mapping, and analysis of feature events on the earth. The goal of this project is to build machine learning and computer vision models to help automate the process of wooden poles identification in earth-observation imagary. The process is planned to be deployed in a cloud enviroment where it can be used large scale computer clusters.

Process

[Work in Progress]

Results

results-demo

legend

TP (True Positive), FP (False Positive), FN (False Negative)

Conclusions

[Work in Progress]