https://github.com/ahmetb/tfjs-cloudrun

https://github.com/ahmetb/tfjs-cloudrun

Last synced: 4 days ago
JSON representation

• Host: GitHub
• URL: https://github.com/ahmetb/tfjs-cloudrun
• Owner: ahmetb
• License: apache-2.0
• Created: 2020-12-16T20:06:33.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2021-01-12T22:17:34.000Z (over 4 years ago)
• Last Synced: 2025-03-30T01:12:14.169Z (22 days ago)
• Language: JavaScript
• Homepage:
• Size: 24.2 MB
• Stars: 9
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• jimsghstars - ahmetb/tfjs-cloudrun - (JavaScript)

README

        
# Serving saved models with TensorFlow.js on Cloud Run

Use [tf.js](https://github.com/tensorflow/tfjs) to serve prediction

with saved models using Cloud Run.

Adopted from [firebase-object-detection-node](https://github.com/tensorflow/tfjs-examples/tree/master/firebase-object-detection-node) example, mostly by removing code and fixing its bugs.

Build and deploy:

```sh

gcloud beta run deploy object-detection \

    --platform=managed \

    --region=us-central1 \

    --allow-unauthenticated \

    --memory=1Gi \

    --max-instances=10 \

    --concurrency=10 \

    --port=8080 \

    --source=.

```