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