Project

embulk-filter-google_vision_api

0.0
No commit activity in last 3 years
No release in over 3 years
embulk-filter-google_vision_apitoyama0919/embulk-filter-google_vision_apiHomepageDocumentationSource CodeBug TrackerWiki
Google Vision Api filter plugin for Embulk. Very easy image recognition.
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
 Popularity
Downloads
8,933
Stars
3
Forks
0
Watchers
3
 Releases
Current version
0.2.3
Total releases
4
First release
2017-01-16
Latest release
2017-02-03
 Development
Primary Language
Ruby
Licenses
MIT
Average date of last 50 commits
2017-01-28
Reverse Dependencies
0

 Dependencies

Development

bundler
>= 1.10.6
embulk
>= 0.8.16
rake
>= 10.0

Runtime

addressable
>= 0
 Project Readme

Google Vision Api filter plugin for Embulk

Google Vision Api filter plugin for Embulk.

Very easy image recognition.

Overview

  • Plugin type: filter

Configuration

  • out_key_name: out_key_name (string)
  • image_path_key_name: image_path_key_name (string)
  • features: features (array)
    • type: FACE_DETECTION or LANDMARK_DETECTION or LOGO_DETECTION or LABEL_DETECTION or TEXT_DETECTION or SAFE_SEARCH_DETECTION or IMAGE_PROPERTIES (string)
    • maxResults: maxResults (integer)
  • delay: delay (integer, default: 0)
  • image_num_per_request: image_num_per_request (integer, default: 16)
  • google_api_key: google_api_key (string, default: ENV['GOOGLE_API_KEY'])

Example

input

    - { image_path: 'http://www.embulk.org/docs/_images/embulk-logo.png' }
  • respond localfile path and http URI(http://〜) and GCS Image(gs://〜).

setting

filters:
  - type: google_vision_api
    image_path_key_name: image_path
    out_key_name: image_info
    image_num_per_request: 5
    features: 
      - {type: FACE_DETECTION, "maxResults":5 }
      - {type: LANDMARK_DETECTION, "maxResults":5 }
      - {type: LOGO_DETECTION, "maxResults":5 }
      - {type: LABEL_DETECTION, "maxResults":5 }
      - {type: TEXT_DETECTION, "maxResults":5 }
      - {type: SAFE_SEARCH_DETECTION, "maxResults":5 }
      - {type: IMAGE_PROPERTIES, "maxResults":5 }

output

image_path (string) : http://www.embulk.org/docs/_images/embulk-logo.png
image_info (  json) : {"labelAnnotations":[{"mid":"/m/0dwx7","description":"logo","score":0.86478204},{"mid":"/m/03gq5hm","description":"font","score":0.8472268},{"mid":"/m/0215n","description":"cartoon","score":0.82311255},{"mid":"/m/03g09t","description":"clip art","score":0.69382942},{"mid":"/m/01cd9","description":"brand","score":0.59691668}],"textAnnotations":[{"locale":"id","description":"embulk\n","boundingPoly":{"vertices":[{"x":67,"y":475},{"x":812,"y":475},{"x":812,"y":629},{"x":67,"y":629}]}},{"description":"embulk","boundingPoly":{"vertices":[{"x":68,"y":475},{"x":813,"y":475},{"x":813,"y":629},{"x":68,"y":629}]}}],"safeSearchAnnotation":{"adult":"VERY_UNLIKELY","spoof":"UNLIKELY","medical":"UNLIKELY","violence":"VERY_UNLIKELY"},"imagePropertiesAnnotation":{"dominantColors":{"colors":[{"color":{"red":231,"green":59,"blue":11},"score":0.26240975,"pixelFraction":0.029842343},{"color":{"red":243,"green":176,"blue":124},"score":0.0057866224,"pixelFraction":0.010698198},{"color":{"red":252,"green":250,"blue":248},"score":0.0025187095,"pixelFraction":0.6255005},{"color":{"red":232,"green":79,"blue":16},"score":0.17388013,"pixelFraction":0.023773775},{"color":{"red":225,"green":75,"blue":27},"score":0.14469221,"pixelFraction":0.034909911},{"color":{"red":222,"green":52,"blue":17},"score":0.13995738,"pixelFraction":0.018768769},{"color":{"red":243,"green":106,"blue":31},"score":0.090499125,"pixelFraction":0.025525525},{"color":{"red":243,"green":128,"blue":38},"score":0.064238794,"pixelFraction":0.050425425},{"color":{"red":242,"green":104,"blue":47},"score":0.033798043,"pixelFraction":0.014451952},{"color":{"red":238,"green":131,"blue":65},"score":0.027836611,"pixelFraction":0.010948448}]}}}

Vision API Limits

Type of Limit Usage Limit
MB per image 4 MB
MB per request 8 MB
Requests per second 10
Requests per feature per day 700,000
Requests per feature per month 20,000,000
Images per second 8
Images per request 16

see. Usage Limits  |  Google Cloud Vision API  |  Google Cloud Platform

Build

$ rake