Global Journal of Engineering Innovations and Interdisciplinary Research

A Transparent YOLOv12-Based Pipeline for High- Density Crowd Analytics via Point Regression and Spatial-Entropy XAI

Dr. S. Sri Lakshmi Parvathi,

Dr. S. Sri Lakshmi Parvathi

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Shaik Mateen, Tumati Anil Kumar, Makkena Venkata Sai Nagendra,

Makkena Venkata Sai Nagendra

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Peeriga James
  10.33425/3066-1226.1265
Sri Lakshmi Parvathi S, Shaik M, Tumati AK, Makkena VSN, Peeriga J. A Transparent YOLOv12- Based Pipeline for High-Density Crowd Analytics via Point Regression and Spatial-Entropy XAI. GJEIIR. 2026;6(3):211.
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