https://github.com/tobetek/deploy-gradio-ml-on-gcp

A demo ML application that provides first aid information to people diagnosed with internal bleeding
https://github.com/tobetek/deploy-gradio-ml-on-gcp

demo gradio ml

Last synced: about 1 month ago
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A demo ML application that provides first aid information to people diagnosed with internal bleeding

• Host: GitHub
• URL: https://github.com/tobetek/deploy-gradio-ml-on-gcp
• Owner: TobeTek
• License: apache-2.0
• Created: 2023-10-08T15:23:48.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-02-11T13:17:16.000Z (11 months ago)
• Last Synced: 2024-02-11T14:29:14.794Z (11 months ago)
• Topics: demo, gradio, ml
• Language: Python
• Homepage: https://ml-gradio-demo.ew.r.appspot.com/
• Size: 119 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# deploy-gradio-ml-on-gcp

A demo ML application that provides first aid information to people diagnosed with internal bleeding.A simple ML application built with HuggingFace and Gradio Deployed on GCP

## Live Demo

> https://ml-gradio-demo.ew.r.appspot.com/

## KaggleX Mentee - My Experience

> [LinkedIn Post - My experience as a KaggleX Mentee](https://www.linkedin.com/posts/emmanuel-katchy_kaggle-kagglex-bipoc-activity-7126311581159727105-QzS_?utm_source=share&utm_medium=member_desktop)

## KaggleX Program Website

> https://www.kaggle.com/kagglex

## Helpful Tutorials

 - https://medium.com/@mehmetcanfarsak/ci-cd-using-github-actions-to-deploy-on-gcp-app-engine-in-3-simple-steps-399fa9764cf2

### Notes/Todos:

  - You need to disable Gradio flagging in GCloud because the environment is read-only

  - Allow users to upload scan images, and perform live inference

  - To be able to use this template/project, create a blank `env.yaml` locally. Environment variables can then be defined as needed.

    An example:

  ```yaml

  HUGGING_FACE_TOKEN=

  ```