Train and Deploy Machine Learning Model With Web Interface - PyTorch & Flask

[peter]

Table of Contents

• Introduction
• Workflow
  • Configuration of Nvidia Docker
  • Preparing Docker image and requirements
  • Dataset and Machine Learning Model
    • Dataset and training
    • Inference
  • Flask API and user interface (Web Application)
• Conclusion

Here is what we are going to build in this post

• Live version
• GitHub Repo
  Train and Deploy Machine Learning Model With Web Interface - PyTorch & Flask :: Imad El Hanafi — Portfolio & Blog

code :

GitHub - imadelh/ML-web-app: Train and Deploy Simple Machine Learning Model...