https://lzping.com/en/tags/pytorch/PytorchHugo Blox Builder (https://hugoblox.com)en-usTue, 08 Jun 2021 00:00:00 +0000https://lzping.com/en/about/avatar_hu_609e7015b8e786ba.jpghttps://lzping.com/en/tags/pytorch/https://lzping.com/en/projects/conssl/Tue, 08 Jun 2021 00:00:00 +0000https://lzping.com/en/projects/conssl/<p>Source code for <em>Contrastive Domain Adaptation: A Self-Supervised Learning Framework for sEMG-Based Gesture Recognition</em>.</p> <ul> <li>Self-supervised pretraining followed by contrastive domain adaptation.</li> <li>Supports inter-session and inter-subject gesture recognition.</li> <li>Provides config-driven pretraining and training scripts on the Capgmyo dataset.</li> </ul> <p>Paper: </p>https://lzping.com/en/projects/stcn-gr/Thu, 06 May 2021 00:00:00 +0000https://lzping.com/en/projects/stcn-gr/<p>Source code for <em>STCN-GR: Spatial-Temporal Convolutional Networks for Surface-Electromyography-Based Gesture Recognition</em>.</p> <ul> <li>Models sEMG signals as graphs, combining graph convolution and temporal convolution to capture spatial-temporal information.</li> <li>Config-driven training and testing scripts.</li> <li>Evaluated on the Capgmyo and BandMyo datasets.</li> </ul> <p>Paper: </p>