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On this part, we current and talk about the outcomes of the proposed approaches in comparison to the baseline. We current outcomes using each the earlier model of OpenPose (v1.4) and the newest model (v1.7 at the time of writing). We conducted experiments using solely the BERT-based model and the GPT fashions. Thus, our baselines for the models are a few of the most effective classification models that modern machine learning and deep learning can achieve: wikibuilding.org CNN with Multi-Layer Perceptrons (MLP), LSTM with MLP, and Logistic Regression (Linear). We observed that BodyMTS can obtain higher efficiency than deep learning methods in terms of total time and accuracy, without the use of heavy computing resources. Within this slim scope, we use the time period oGBV and gendered abuse interchangeably. Some surveys put the incidence of on-line gender based mostly violence (oGBV) at over 50% Hicks (2021). Nearly 85% of ladies have seen violence in opposition to women on-line Unit (2021). The commonest site for such encounters is social media platforms.
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