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Video classification using CNN and LSTM

Jupyter Notebook 16 19 Updated Oct 1, 2022

We worked on action recognition in search and rescue using drone surveillance. Our aim was to classify a video on help or non-help class. Which can be used during a disaster as at many places peopl…

Jupyter Notebook 7 2 Updated Nov 9, 2020

This project is designed to classify human action recognition datasets with a CNN + LSTM model.

Python 19 4 Updated May 12, 2019

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Python 768 264 Updated Mar 1, 2019

Independently Recurrent Neural Networks (IndRNN) implemented in pytorch.

Python 133 31 Updated Dec 23, 2020

Independently Recurrent Neural Network - IndRNN using "NTU RGB+D" Action Recognition Dataset

Python 10 1 Updated May 13, 2019

Action Recognition using Resnet on MSR 3d Activity dataset

Python 3 2 Updated Dec 1, 2018

TensorFlow implementation of Independently Recurrent Neural Networks

Python 515 129 Updated Aug 19, 2021

Skeleton-based Action Recognition

HTML 679 123 Updated Apr 18, 2023

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

Python 417 202 Updated Jun 8, 2020

End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding

MATLAB 2 Updated Aug 8, 2018

Predicting the action being done in a video using LSTMs and SVM

Jupyter Notebook 1 Updated Nov 5, 2019

Three steps to train your own model for action recognition based on CNN and LSTM by PyTorch.

Python 86 18 Updated Apr 1, 2024

Skeleton-based Action Recognition using TS-LSTM model

Python 121 22 Updated Mar 19, 2021

通过阅读网上的资料代码,进行自我加工,努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯

Python 728 267 Updated Oct 22, 2019

This repository contains script to divide a video into key frames.

Python 166 34 Updated Mar 21, 2018

Wrapper to expose Kinect for Windows v2 API in Python

Python 508 236 Updated Mar 7, 2023

《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/FM/FFM)的原理讲解与python和类库实现

Python 228 50 Updated Mar 18, 2020

This repository is no longer maintained.

15,400 2,480 Updated Jan 16, 2020

Python module for machine learning time series:

Python 573 63 Updated Aug 27, 2022
Jupyter Notebook 2 1 Updated Oct 25, 2019

Kinect Action Recognition

MATLAB 2 Updated Sep 10, 2017

结合unity3d+kinect骨骼识别(动作识别)

C# 4 Updated Apr 12, 2016

一些关于机器学习的学习资料与研究介绍

1,991 634 Updated Nov 10, 2018

NTU Fall 2019 Deep Learning for Computer Vision Homework 4 - Action Segmentation

Python 5 1 Updated Nov 22, 2022

Improvement by adding scaling to sliding windows resulted in 3.2% increase in precision.

MATLAB 1 Updated Jul 21, 2018
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