overview
This solution architecture helps you understand how to build web-based image recognition applications using Streamlit, Snowpark, OpenAI and PyTorch.
- Use pre-trained models for Image Recognition using PyTorch in Snowflake
- Create a Snowpark Python UDF and deploy it in Snowflake
- Run Streamlit application and call Snowpark Python UDFs within Streamlit for inference.