dronefreak / human-action-classification
This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.
☆227Updated 2 weeks ago
Alternatives and similar repositories for human-action-classification:
Users that are interested in human-action-classification are comparing it to the libraries listed below
- Deep Learning Project.☆224Updated 5 years ago
- Activity Recognition from 2D pose using an LSTM RNN☆294Updated 3 years ago
- A Tensorflow implementation of multi-person action recognition in nine acts☆35Updated 5 years ago
- Multi Person Skeleton Based Action Recognition and Tracking☆135Updated 3 years ago
- Fall Detection using OpenPifPaf's Human Pose Estimation model☆360Updated 4 months ago
- A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for…☆688Updated 4 years ago
- Hey! This is a clone of the tf-pose-estimation by Ildoo Kim modified to work with Tensorflow 2.0+!☆160Updated 3 years ago
- Real time Fight Detection Based on 2D Pose Estimation and RNN Action Recognition☆203Updated 4 years ago
- Deep human action recognition and pose estimation☆402Updated 3 months ago
- Non-invasive Fall Detection with Keras and Tensorflow☆149Updated 3 years ago
- Simple yet efficient real-time pose based action recognition☆98Updated 3 years ago
- Perform Human Pose Estimation in OpenCV Using OpenPose MobileNet☆362Updated 6 years ago
- Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for …☆905Updated 3 years ago
- Real-time pose estimation and action recognition☆409Updated 5 years ago
- AlphaPose Implementation in Pytorch along with the pre-trained weights☆198Updated 6 years ago
- Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints☆784Updated 3 months ago
- Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3☆216Updated 2 years ago
- Real-time, Multi-person & Multi-camera Fall Detector in Python☆264Updated 4 months ago
- Implementation of openpose with tensorflow & openCV for estimation of human poses & classification.☆53Updated 2 years ago
- A lightweight network for body/hand action recognition☆269Updated 4 years ago
- Repository containing the material required to reproduce the results of the paper "Vision-Based Fall Detection with Convolutional Neural …☆231Updated last year
- GUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data savin…☆87Updated 5 years ago
- Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.☆671Updated last year
- Live body pose tracker made with OpenPose + Deep SORT☆85Updated 5 years ago
- Pose Estimation Course☆156Updated 3 years ago
- Deep learning model that predicts human action in a given video feed using pose estimation☆22Updated 5 years ago
- Scalable single-person pose estimation☆228Updated last month
- ☆74Updated 5 years ago
- Real-time fall detection using two-stream convolutional neural net (CNN) with Motion History Image (MHI)☆63Updated 2 years ago
- New generated dataset for fight detection in surveillance cameras.☆160Updated 3 years ago