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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Sarita Tripathy

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Open access Sep 2026

Comparative Analysis of Transfer Learning Architectures for Human Posture Classification Using Silhouette Images

Human posture classification is an important computer vision task for intelligent monitoring, rehabilitation, assistive systems, and human–machine interaction. This study presents a comparative evaluation of four transfer learning configurations, TL-ResNet-18, TL-ResNet-50, TL-MobileNet, and TL-Xception, under a common...

A. Pradhan, Sarita Tripathy, K. Anbananthen et al. · 0 citations

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