这是我的硕士项目,我参与了利用无线传感器数据挖掘实验室(WISDM)的数据集,构建了一个机器学习模型,利用智能手机加速度计预测基本人类活动,利用Tensorflow框架、循环神经网络和多层长短期记忆单元(LSTM)构建深度网络。 模型训练完成后,保存并导出到安卓应用,利用模型和界面通过文本转语音API进行预测。
human-activities 开源项目推荐(11 个)
human-activities 话题在 GitHub 上没有填写简介,这里按 Star 数汇总最相关的热门仓库。
热门项目 全部 11
GitHub 共 11 个仓库,已全部展示What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions (https://arxiv.org/pdf/2010.08539.pdf)
experiments on classifying actions using poses
This repository contains the code used for the analysis in the paper "Zhang et al. Direct and indirect impacts of urbanization on vegetation growth across the world’s cities" publised in Science Advances
Classifying human activities from pose by posenet model
Calculation of PSD of seismic waves in order to measure the impact of culture noise during the COVID-19 pandemic.
Human Activity Recognition UCI Dataset, final score 0.97196
🔍 Explore core machine learning techniques, including regression, classification, and clustering, implemented from scratch and using Scikit-Learn for practical solutions.
A Machine Learning approach to predict the activities of person.
该项目在 GitHub 上没有填写描述
The realization of this project seeks to be a contribution to the state of the art in energy harvesting, providing information on the performance of an online activity classifier based on energy generation patterns.
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序,每次展示前 11 个项目;原始页面见 https://github.com/topics/human-activities。
- 该话题在 GitHub 上共有 11 个仓库, 本站收录的是其中最热门的 11 个,不是全量列表。
- Star / Fork 每日自动刷新一次,实时数据以 GitHub 为准。
- 当前 11 个项目累计 184 Star,覆盖 2 种主要语言,数据更新于 2026-11-07。
- 中文介绍来自 GitHub 官方话题说明(github/explore)的机器翻译,可点「查看原文」对照;译文缺失时会先展示原文。