Tag: Machine Learning
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Too Many School Messages? I Built a Local AI Triage for Librus in One Hour
A macOS agent that polls my kids’ school inbox every hour, classifies each message with a Polish decision model running on my own GPU, and only disturbs me when something actually needs a parent. The problem: notification fatigue, Polish-edition Librus Synergia is the dominant electronic gradebook in Polish schools — grades, attendance, homework, and an…
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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…