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oai:figshare.com:article/33977298 2026-09-23T17:53:58Z category_734 category_931 category_106 portal_5 item_type_3 month_year_09_2026

<p>Accuracy of the presented Model on the UCF 50 dataset.</p> Manoj Kumar (205700) Mantosh Biswas (16030751) Anoop Kumar Patel (18865480) Abhay Kumar (697860) Kumar Abhishek (848214) Ahamed Shafeeq B. M. (25099473) Biological Sciences not elsewhere classified Information Systems not elsewhere classified Science Policy shows actual situations recommended performs better make anomaly identification finding unusual activity challenging monitoring situations bidirectional long short unexpected human actions time video monitoring describe temporal relationships current surveillance systems simulated video datasets model performs effective lstm &# 8217 keep people secure extracts spatial data convolutional neural network spatial data world surveillance video sequences video frames temporal representations human beings datasets frequently xlink "> useful way ucf50 dataset transfer learning term memory still restricted smart gadgets results suggest life settings gets 95 crime dataset computers everywhere art methods <p>Accuracy of the presented Model on the UCF 50 dataset.</p> 2026-09-23T17:53:44Z Dataset Dataset 10.1371/journal.pone.0355690.t003 https://figshare.com/articles/dataset/_p_Accuracy_of_the_presented_Model_on_the_UCF_50_dataset_p_/33977298 CC BY 4.0