https://github.com/sungchun12/image-labeling-and-translation-data-analysis-google-cloud
:label: Invokes cloud vision and translation APIs with Python
https://github.com/sungchun12/image-labeling-and-translation-data-analysis-google-cloud
bigquery cloud-translation-api cloud-vision-api colaboratory google-cloud python sql
Last synced: 7 months ago
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:label: Invokes cloud vision and translation APIs with Python
- Host: GitHub
- URL: https://github.com/sungchun12/image-labeling-and-translation-data-analysis-google-cloud
- Owner: sungchun12
- Created: 2018-04-26T20:19:24.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-04-27T01:34:05.000Z (over 7 years ago)
- Last Synced: 2025-01-08T17:22:14.942Z (9 months ago)
- Topics: bigquery, cloud-translation-api, cloud-vision-api, colaboratory, google-cloud, python, sql
- Language: Jupyter Notebook
- Homepage:
- Size: 33.2 KB
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
**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