Tag: Snowflake Document AI
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AI Experiments in Supermarket Price Tag Recognition
Exploring Snowflake for Image Processing In January, I began experimenting with Snowflake Document AI to process supermarket price tag images. The goal was to extract structured product data from shelf photos, leveraging the scalable infrastructure and built-in machine learning capabilities of Snowflake. While the platform offered promising tools for document analysis, my early results showed…
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Exploring Snowflake DocumentAI for Supermarket Price Tag Recognition
Exploring Snowflake DocumentAI for supermarket price tag recognition, I experimented with extracting product names and prices from images. After setting up a schema and storage, I refined the input data by isolating price tags to improve accuracy. The model achieved 80% accuracy for product names but struggled with price recognition. Automating the process with queues…