IEEE

Research on Halcon-Based Quality Inspection Algorithm for Bottom Coding of Beverage Cans

Abstract: To address the limitations of traditional coding quality inspection methods, including low character-region localization accuracy, poor adaptability to complex environments, and insufficient ...
marktechpost

A Coding Implementation to Design a Stateful Tutor Agent with Long-Term Memory, Semantic Recall, and Adaptive Practice Generation

In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-lived chat interactions and learns continuously over time. We design the system to persist user preferences, ...
marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...
IEEE

Fast Partitioning Algorithm of Coding Units Based on Texture Complexity

Abstract: In Versatile Video Coding (VVC), the QuadTree with Nested Multi-type Tree (QTMT) partitioning module is adopted, significantly improving coding performance. However, this method also ...