imgcls4wmts_python's Introduction

Image classification Restful service for WMTS

为WMTS瓦片提供一个影像分类的Rest服务和一个应用的Demo

Rest服务的功能

输入

读取WMTS服务Url，以及需要分类的Bbox参数；
输出

GeoJson格式的返回值。

分类处理的逻辑

需要的技术手段及软件

decaf 以及Pre-trained imagenet文件；
scikit-learn SGDLinearclassifier 实现Online Learning minibatch
Python Multiprocessing 实现并行处理进程池等技术
landze 抓取wmts瓦片
python-geojson
restful-flask 基于flask的restful服务创建

需要注意的地方：

demo应用可以开发一个网站，但是必要性不大，可以通过Geojson转Shp与WMTS叠加展示。

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