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hdbscan-clustering

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yihong1120 / Construction-Hazard-Detection

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Enhances construction site safety using YOLOv8 for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

api construction machine-learning computer-vision deep-learning clustering image-processing artificial-intelligence safety object-detection post-processing restful-api hazard-detection hdbscan data-annotation model-training real-time-detection yolov8 alert-system hdbscan-clustering
  • Updated Sep 29, 2024
  • Python

edo-pasto / Parallel-Flexible-Clustering

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The thesis presents the parallelisation of a state-of-the art clustering algorithm, FISHDBC. This objective has been achived by improving the main data structures and components of the algorithm: HNSW, MST and HDBSCAN. My contribution is based on a lock-free strategy, completely wrote in Python.

python clustering multiprocessing parallel-computing python3 concurrent-programming high-performance-computing clusters minimum-spanning-trees clustering-algorithm hdbscan clustering-methods multiprocess hnsw hnswlib clusters-detection hdbscan-clustering-algorithm hdbscan-clustering
  • Updated Jan 16, 2024
  • Python

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