Ultralight-SimplePose

Human pose detector

A lightweight human body posture key point model using computer vision and deep learning techniques.

Ultra-lightweight human body posture key point CNN model. ModelSize:2.3MB HUAWEI P40 NCNN benchmark: 6ms/img,

GitHub

302 stars
14 watching
62 forks
Language: Python
last commit: about 2 years ago
gluoncvhumanposemxnetmxnet-gluonopenposesimplepose

Related projects:

Repository Description Stars
ibm/max-human-pose-estimator Detects humans and estimates their poses in images using a machine learning model based on OpenPose 65
jin-s13/coco-wholebody A large-scale benchmark and dataset for whole-body pose estimation in images 770
edvardhua/poseestimationformobile Real-time pose estimation for mobile devices using deep neural networks and optimized models. 1,003
robot-perception-group/airpose A deep learning framework for multi-view fusion network-based 3D human motion capture system 52
yuwenxiong/py-r-fcn An implementation of R-FCN, an object detection algorithm using region-based fully convolutional networks. 1,048
liruilong940607/pose2seg An implementation of human instance segmentation based on pose estimation 529
chengyangfu/retinamask A Python-based implementation of a single-shot object detection algorithm using Mask R-CNN architecture. 339
dolotovevgeniy/deeppyramid A repository providing pre-trained models and training scripts for face detection using a deep neural network architecture 23
hongwenzhang/danet-densepose2smpl This repository provides software tools and pre-trained models for estimating 3D human shape and pose from dense body parts 233
prbonn/depth_clustering A fast and robust algorithm to segment 3D point clouds generated by Velodyne sensors into objects. 1,212
caizhongang/smpler-x An implementation of an expressive human pose and shape estimation system using deep learning techniques 1,027
vonfeng/deepmove A PyTorch-based implementation of a predictive model for human mobility patterns using attention mechanisms and recurrent neural networks. 149
zhengpeng7/birefnet An open-source implementation of an image segmentation model that combines background removal and object detection capabilities. 1,484
mpatacchiola/deepgaze A computer vision library for detecting and tracking human presence in images and videos using convolutional neural networks. 1,800
thuyngch/human-segmentation-pytorch An open source implementation of deep learning-based human segmentation models using PyTorch 558