shah-deven / Action-Classification-using-CNN-and-LSTM
Action Classification using CNN and LSTM
☆11Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Action-Classification-using-CNN-and-LSTM
- ☆18Updated 5 years ago
- Recognizing human activities using Deep Learning☆48Updated 3 years ago
- RGB base Action Recognition on Keras, using CNN, LSTM and RGB difference☆25Updated 4 years ago
- Action recognition tutorial using UCF-101 dataset.☆23Updated 2 years ago
- The implementation for "Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition"(ACM Multimedia 2021)☆24Updated 2 years ago
- Three steps to train your own model for action recognition based on CNN and LSTM by PyTorch.☆86Updated 7 months ago
- Implementation of brand new video augmentation strategy for video action recognition with 3D CNN☆26Updated 3 years ago
- Human Action Recognition using skeleton and infrared data. State-of-the-art results on NTU RBG+D. Implemented with PyTorch.☆40Updated last year
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆62Updated last year
- Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.☆55Updated 5 years ago
- This repository contains the MPOSE2021 Dataset for short-time pose-based Human Action Recognition (HAR).☆50Updated last year
- PyTorch Implementation for Global and Local Attention Network☆24Updated 4 years ago
- PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.☆117Updated 2 years ago
- implement "2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning"☆20Updated last year
- Action Recognition in Video Sequences using Deep Bi-directional LSTM with CNN Features☆44Updated last year
- A PyTorch implementation of "Spatiotemporal Multiplier Networks for Video Action Recognition"☆11Updated 5 years ago
- Abnormal Event Detection in Surveillance Systems☆20Updated 9 months ago
- Human Activity Recognition Using Deep Learning☆48Updated 4 years ago
- C3D-LSTM implementation in PyTorch [WACV 2019]☆36Updated 4 years ago
- Computer Vision Project : Action Recognition on UCF101 Dataset☆38Updated 4 years ago
- This project is designed to classify human action recognition datasets with a CNN + LSTM model.☆19Updated 5 years ago
- This repository provides implementation of a baseline method and our proposed methods for efficient Skeleton-based Human Action Recogniti…☆26Updated 2 years ago
- sourcecode for IMWUT 2017 paper "Ensembles of Deep LSTM Learners for Activity Recognition using Wearables" (Guan, Ploetz)☆17Updated 6 years ago
- Ensembles of Deep LSTM Learners for Human Activity Recognition using Wearables in Pytorch☆13Updated 5 years ago
- Graph Embedded Pose Clustering for Anomaly Detection☆76Updated 4 years ago
- This is a implementation of integrating a simple but efficient attention block in CNN + bidirectional LSTM for video classification.☆23Updated 3 months ago
- An implementation of the paper "Skeleton-based abnormal gait detection"☆9Updated 6 years ago
- I3D implemetation in Keras + video preprocessing + visualization of results☆42Updated last year
- Action Recognition using Convolutional Neural Network (CNN)☆13Updated 6 years ago