Tag: Python
All the articles with the tag "Python".
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Football Analysis – YOLOv8 + Fuzzy Logic Confidence Refinement
A computer vision project combining YOLOv8 object detection with fuzzy inference to improve ball detection confidence in football footage — using domain-aware rules about position, aspect ratio, and proximity to players.
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Compfigurator – PC Build Expert System
A rule-based expert system that recommends complete PC builds from a workload type and budget — using Experta for the knowledge engine and Streamlit for an interactive chat-style UI. Supports 11 workload types with progressive compatibility constraints.
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Network Load Balancing – Decentralized Multi-Agent System
An agent-based simulation of decentralized network load balancing using Mesa and Pygame — where server and user agents autonomously communicate, negotiate load, and self-organize without any central coordinator.
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Clickbait Detection – Supervised and Unsupervised NLP Approaches
An NLP project exploring clickbait headline detection using a CNN-based supervised model and an in-progress unsupervised approach with transformer embeddings.