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. 2019 Jan 14;7:4900112. doi: 10.1109/JTEHM.2019.2892970

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2168-2372 © 2019 IEEE. Translations and content mining are permitted for academic research only. Personal use is also permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.

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FIGURE 12. — Quantitative posture estimation result with different fine-tuning strategies as shown in Fig. 7. MPII-LSP stands for the original pre-trained CPM model from MPII and LSP dataset. MANNE-S6 stands for model only fine turned on the last layer of final stage. MANNE-AS stands for the model fine turned with last layers of all stages. MANNE-AS-S2C3-200 and MANNE-AS-S2C3-2000 stand for the model fine turned with last layers of all stages and the 3rd convolutional layer in stage 2 after 200 and 2000 iterations, respectively.