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human_pose_estimation

Human Pose Estimation

Ressources

Wikipedia

  • Pose (computer vision) @ en.wikipedia.org: In computer vision and robotics, a typical task is to identify specific objects in an image and to determine each object's position and orientation relative to some coordinate system.
  • 3D pose estimation @ en.wikipedia.org: 3D pose estimation is a process of predicting the transformation of an object from a user-defined reference pose, given an image or a 3D scan.
  • Gesture recognition @ en.wikipedia.org: Gesture recognition is a topic in computer science and language technology with the goal of interpreting human gestures via mathematical algorithms.

Les pages sur ce wiki

Des collections de données, des concours

Principes

Des datas

Data Sets

COCO

MPI Human Pose

Human Pose Evaluator Dataset

Les normes COCO et MPI


kinect

Solutions matérielles et logicielles

BlobFromImage BLOB binary large object

Caméra de profondeur

Intel RealSense

Kinect

Human Pose Estimation

Les essais publiés sur ce wiki

D'autresqs projet Open

  • OpenPose de CMU Perceptual Computing Lab @GitHub: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation with only one camera. Whole-body (Body, Foot, Face, and Hands) 2D Pose Estimation and Whole-body 3D Pose Reconstruction and Estimation. Utilise les caffemodel identique à ceux de OpenCV !!
    • Pas d'API python
    • The pose recognition module comes with a set of 3 pre-recorded poses

Solutions Propriétaires

  • Nuitrack™ 60 € is a 3D tracking middleware developed by 3DiVi Inc. This is a solution for skeleton tracking and gesture recognition that enables capabilities of Natural User Interface (NUI) on Android, Windows, and Linux.
  • Cubemos 75 € Détection correcte mais propriétaire et pas du tout pour l'éternité !

Reconnaissance gestuelle

human_pose_estimation.txt · Dernière modification: 2021/07/10 11:11 de serge