Using PIP Python Package

iApp Technology just released a PIP Python Package on Image Background Removal.

For easing the python development using iApp AI API service, we have released the iapp_ai python pip package. It is the api client library for iApp AI API service for python.

Installation

$ pip install iapp_ai

Note: It can be either pip or pip3 depend on your environment.

Calling Image Background Removal API

# Image Background Removal API required a base64 image in text file path (Only image string)
api.img_bg_removal("iapp_ai/media/base64.txt").json()

Example Usages

import iapp_ai


# You can request API key at https://ai.iapp.co.th
apikey = 'XXXXX_Your_API_Key_XXXXX' 

api = iapp_ai.api(apikey)

# Image Background Removal API required a base64 image file path (Only image string)
result = api.img_bg_removal("iapp_ai/media/base64.txt").json()
print((result['result'][22:]))


# {
# 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
# }

Full Example in Google Colaboratory

Full Example of iApp AI API in Google Colaboratory

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