aifashion-sdk 1.2.0

AIFashion python sdk

AF Open API

本项目是AIFashion® HTTP API的一个封装，旨在为开发者提供简洁高效的SDK。 该SDK可以自动完成身份认证、访问令牌获取、令牌自动更新，并提供各个功能的接口。

ID 与 Secret

您需要首先访问AIFashion®的控制面板，注册并登陆， 创建一个合适的应用并获取应用的ID和Secret

安装

您可以通过pip指令完成安装

pip install aifashion_sdk

使用

通过python调用aifashion包，给定 ID 和 Scret 即可使用

importaifashionclient_id='XXXXX'client_secret='YYYYY'af=aifashion.AIFashionFunctions(client_id=client_id,client_secret=client_secret)

或者您可以保存在yaml文件中，并通过client_filename参数传递文件名

client_id:XXXXXclient_secret:YYYYY

importaifashionclient_filename='ZZZZ.yml'af=aifashion.AIFashionFunctions(client_filename=client_filename)

接下来您可以调用相应的函数获取识别的结果

# if image_url is givenimage_url='some url here'af.a_function(image_url=image_url)# if image_filename is givenimage_filename='some filename here'af.a_function(image_fname=image_filename)# if image_base64 string is givenimage_base64='some base64 here'af.a_function(image_base64=image_base64)

例如：

>>>af.fahsion_tagging(image_url='https://images.aifashion.com/01/0f/c7/010fc7622b1b75f7d580137636f25d88.jpg'){'image':{'height':640,'id':'010fc7622b1b75f7d580137636f25d88','url':'https://images.aifashion.com/01/0f/c7/010fc7622b1b75f7d580137636f25d88.jpg','width':640},'object':{'category':'箱包','category_id':501,'confidence':0.9646803140640259,'region':{'x1':0.07128814697265624,'x2':0.9111869812011719,'y1':0.041831283569335936,'y2':0.9469302368164062}},'request_id':'855be4d7-7896-4428-bcf1-507a89a835c5#359895','tags':[{'key':'风格','values':[{'confidence':0.26829038772796976,'value':'韩版'}]},{'key':'款式','values':[{'confidence':0.7964576377930703,'value':'单肩包'}]},{'key':'大小','values':[{'confidence':0.5306223626645841,'value':'小'}]},{'key':'图案','values':[{'confidence':0.44190941484801455,'value':'纯色'}]},{'key':'适用场景','values':[{'confidence':0.959326524265762,'value':'休闲'}]},{'key':'闭合方式','values':[{'confidence':0.6383202888420646,'value':'拉链'}]},{'key':'形状','values':[{'confidence':0.44122126961424496,'value':'横款方形'}]},{'key':'性别','values':[{'confidence':1.0,'value':'通用'}]},{'key':'二级类别','values':[{'confidence':0.81,'value':'挎包'}]}]}>>>af.color_analysis(image_fname="dress.jpeg"){'colors':[{'name_en':'AntiqueWhite','name_zh':'浅橙色','percentage':0.1646513949747629,'rgb':'#F6EBDD'},{'name_en':'DimGray','name_zh':'黑灰色','percentage':0.388586906280622,'rgb':'#5B575A'},{'name_en':'Salmon','name_zh':'西瓜红','percentage':0.16732301662136928,'rgb':'#E8696D'},{'name_en':'DarkSalmon','name_zh':'西瓜红','percentage':0.23548634607206909,'rgb':'#EF9E97'},{'name_en':'SaddleBrown','name_zh':'深棕色','percentage':0.04395233605117681,'rgb':'#5B231C'}],'image':{'height':640,'id':'010fc7622b1b75f7d580137636f25d88','url':'https://images.aifashion.com/01/0f/c7/010fc7622b1b75f7d580137636f25d88.jpg','width':640},'object':{'category':'短裙','category_id':301,'confidence':0.8859304785728455,'region':{'x1':0.06238516420125961,'x2':0.9350795149803162,'y1':0.019997864961624146,'y2':0.9653385281562805}},'request_id':'855be4d7-7896-4428-bcf1-507a89a835c5#359896'}>>>af.clothes_detect(image_fname="red_dress.jpeg"){'image':{'height':541,'id':'2755c68dfc1b44301219bc9f399b3148','url':'https://images.aifashion.com/27/55/c6/2755c68dfc1b44301219bc9f399b3148.jpg','width':500},'objects':[{'category':'连衣裙','category_id':302,'confidence':0.9999842643737793,'region':{'x1':0.15614866256713866,'x2':0.8775624847412109,'y1':0.22497901348686994,'y2':0.9921972458030277}}],'request_id':'5ec403e2-d5f1-4dc3-aa51-0109c6e43b56#363567'}

AIFashion python sdk

AF Open API

This project is a wrap of url API provided by AIFashion company. It can automatically process authorization, and renew token when it is expiring. All functions are provided as a function within a object, which is very convenient.

ID & Secret

You need to visit console to regist an account at first, login and create application to get the ID & Secret.

Installation

You can use pip to install this sdk

pip install aifashion_sdk

Usage

Use AIFashion python sdk with

importaifashionclient_id='XXXXX'client_secret='YYYYY'af=aifashion.AIFashionFunctions(client_id=client_id,client_secret=client_secret)

or you can store the ID & Secret in a yaml file

importaifashionclient_filename='ZZZZ.yml'af=aifashion.AIFashionFunctions(client_filename=client_filename)

Then you can call the functions inside af object, a typical calling is like this

# if image_url is givenimage_url='some url here'af.a_function(image_url=image_url)# if image_filename is givenimage_filename='some filename here'af.a_function(image_fname=image_filename)# if image_base64 string is givenimage_base64='some base64 here'af.a_function(image_base64=image_base64)

e.g.

>>>af.fahsion_tagging(image_url='https://images.aifashion.com/01/0f/c7/010fc7622b1b75f7d580137636f25d88.jpg'){'image':{'height':640,'id':'010fc7622b1b75f7d580137636f25d88','url':'https://images.aifashion.com/01/0f/c7/010fc7622b1b75f7d580137636f25d88.jpg','width':640},'object':{'category':'箱包','category_id':501,'confidence':0.9646803140640259,'region':{'x1':0.07128814697265624,'x2':0.9111869812011719,'y1':0.041831283569335936,'y2':0.9469302368164062}},'request_id':'855be4d7-7896-4428-bcf1-507a89a835c5#359895','tags':[{'key':'风格','values':[{'confidence':0.26829038772796976,'value':'韩版'}]},{'key':'款式','values':[{'confidence':0.7964576377930703,'value':'单肩包'}]},{'key':'大小','values':[{'confidence':0.5306223626645841,'value':'小'}]},{'key':'图案','values':[{'confidence':0.44190941484801455,'value':'纯色'}]},{'key':'适用场景','values':[{'confidence':0.959326524265762,'value':'休闲'}]},{'key':'闭合方式','values':[{'confidence':0.6383202888420646,'value':'拉链'}]},{'key':'形状','values':[{'confidence':0.44122126961424496,'value':'横款方形'}]},{'key':'性别','values':[{'confidence':1.0,'value':'通用'}]},{'key':'二级类别','values':[{'confidence':0.81,'value':'挎包'}]}]}>>>af.color_analysis(image_fname="dress.jpeg"){'colors':[{'name_en':'AntiqueWhite','name_zh':'浅橙色','percentage':0.1646513949747629,'rgb':'#F6EBDD'},{'name_en':'DimGray','name_zh':'黑灰色','percentage':0.388586906280622,'rgb':'#5B575A'},{'name_en':'Salmon','name_zh':'西瓜红','percentage':0.16732301662136928,'rgb':'#E8696D'},{'name_en':'DarkSalmon','name_zh':'西瓜红','percentage':0.23548634607206909,'rgb':'#EF9E97'},{'name_en':'SaddleBrown','name_zh':'深棕色','percentage':0.04395233605117681,'rgb':'#5B231C'}],'image':{'height':640,'id':'010fc7622b1b75f7d580137636f25d88','url':'https://images.aifashion.com/01/0f/c7/010fc7622b1b75f7d580137636f25d88.jpg','width':640},'object':{'category':'短裙','category_id':301,'confidence':0.8859304785728455,'region':{'x1':0.06238516420125961,'x2':0.9350795149803162,'y1':0.019997864961624146,'y2':0.9653385281562805}},'request_id':'855be4d7-7896-4428-bcf1-507a89a835c5#359896'}>>>af.clothes_detect(image_fname="red_dress.jpeg"){'image':{'height':541,'id':'2755c68dfc1b44301219bc9f399b3148','url':'https://images.aifashion.com/27/55/c6/2755c68dfc1b44301219bc9f399b3148.jpg','width':500},'objects':[{'category':'连衣裙','category_id':302,'confidence':0.9999842643737793,'region':{'x1':0.15614866256713866,'x2':0.8775624847412109,'y1':0.22497901348686994,'y2':0.9921972458030277}}],'request_id':'5ec403e2-d5f1-4dc3-aa51-0109c6e43b56#363567'}

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