sungchun12 / image-labeling-and-translation-data-analysis-google-cloud Goto Github PK

Labels Across Borders

By: Sung Won Chung

LinkedIn: https://www.linkedin.com/in/sungwonchung1/

Vision: I made this because demystifying programming, machine learning, and every other buzzword under the sun is the name of the game.

Whoever's reading this, I hope you feel more liberated to explore all the cutting edge tech freely available and accessible literally at your fingertips.

Use Case: Label images and share end results in both English and foreign language

Technologies: Colaboratory, Cloud Vision API, Cloud Translate API, Bigquery

Languages: Python, SQL

Order of Operations:

• Import packages and API in Colaboratory
• Get images from: https://bigquery.cloud.google.com/table/bigquery-public-data:the_met.images?tab=preview
• Label images
• Translate results into another language(Spanish)
• Export into BigQuery for SQL analysis
• Share end results with someone who speaks another language(most important part!)

Reference: https://github.com/GoogleCloudPlatform/training-data-analyst/blob/master/CPB100/lab4c/mlapis.ipynb

Notes:

• I highly recommend viewing the notebook in colaboratory as it utilizes tons of fun features
• This notebook assumes you have a billing-enabled Google Cloud account