pose-estimation-3d-with-stereo-camera
3D Pose Estimation
A MATLAB project that uses deep learning and stereo cameras to estimate 3D human pose from image data
This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.
43 stars
5 watching
11 forks
Language: MATLAB
last commit: over 3 years ago
Linked from 1 awesome list
3d-reconstructioncamera-calibrationcamera-pose-estimationdeep-learningexamplehuman-pose-estimationimage-matlabmatlab-deep-learningpretrained-modelssignal-processingyolov3
Related projects:
Repository | Description | Stars |
---|---|---|
nvlabs/deep_object_pose | Estimates object poses and positions in 3D space from RGB images | 1,028 |
ashafaei/ubc3v | A Matlab toolkit for training and evaluating depth-based pose estimation techniques | 45 |
natanielruiz/deep-head-pose | Provides software to estimate head pose from images and videos using deep learning techniques. | 1,579 |
mks0601/3dmppe_posenet_release | A PyTorch implementation of a deep learning model for 3D multi-person pose estimation from a single RGB image | 823 |
matlab-deep-learning/pretrained-yolo-v4 | Pretrained deep learning object detection model for image analysis in MATLAB | 47 |
germain-hug/structured-light-depth-acquisition | A Matlab implementation of a 3D reconstruction algorithm using structured light depth acquisition | 69 |
matlab-deep-learning/lidar-object-detection-using-complex-yolov4 | Provides pre-trained deep learning models for object detection in point clouds using complex YOLOv4 architecture | 21 |
robot-perception-group/airpose | A deep learning framework for multi-view fusion network-based 3D human motion capture system | 52 |
edvardhua/poseestimationformobile | Real-time pose estimation for mobile devices using deep neural networks and optimized models. | 1,003 |
matlab-deep-learning/pretrained-salsanext | Provides pre-trained deep learning model for semantic segmentation of 3D point clouds using SalsaNext architecture | 14 |
matlab-deep-learning/pretrained-efficientdet-d0 | Provides pre-trained and customizable object detection capabilities using an efficient neural network architecture | 15 |
eldar/pose-tensorflow | Human pose estimation using deep learning and TensorFlow | 1,138 |
matlab-deep-learning/pretrained-yolov8-network-for-object-detection | Pretrained YOLO object detection networks for real-time performance with good detection quality in MATLAB | 29 |
vita-epfl/monoloco | A library for 3D vision tasks using 2D keypoints | 428 |
matlab-deep-learning/nerf | An implementation of neural radiance fields in MATLAB for 3D reconstruction and rendering | 10 |