Pose Estimation Courses and Certifications

Montreal Robotics

Rectified Point Flow - Generic Point Cloud Pose Estimation

Discover Rectified Point Flow, a unified approach to point cloud registration and object assembly using continuous velocity fields for robust geometric alignment in robotics.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Using Pose and Action Estimation to Analyze Theater Performances

Discover how machine learning and computer vision techniques analyze theatrical directing styles through pose recognition and movement patterns, revealing new insights into performance analysis.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Coding Train

Pose Estimation with ml5.js - Body Tracking and Skeleton Visualization

Explore pose estimation using ml5.js, learning to track body keypoints and visualize skeleton connections with MoveNet and BlazePose models through hands-on coding examples and creative applications.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Pose Estimation, Temperature, Noise, and Biological Temperature Sensors via Cryo-EM

Explore pose estimation, temperature, noise, and heterogeneity in cryo-EM for understanding biological temperature sensors, with focus on TRP channels and advanced analytical techniques.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

The Machine Learning Engineer

MLOps: OpenVino Toolkit for Pose Estimation and Inference on CPU

Explore pose estimation using OpenVINO, including MoveNet and multi-person 3D human pose examples on CPU, with practical demonstrations and code insights.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

The Julia Programming Language

RunwayPNPSolve.jl - Uncertainty-Aware Pose Estimation

Explore uncertainty-aware pose estimation techniques in Julia, focusing on advanced PNP solving methods and their practical applications in computer vision.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Code With Aarohi

YOLO11 Tutorial on Object Detection, Segmentation, Pose Estimation and Image Classification

Learn cutting-edge object detection, segmentation, pose estimation, and image classification using YOLO11. Master state-of-the-art techniques for fast, accurate, and flexible computer vision tasks.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

MobilePoser - Real-Time Full-Body Pose Estimation and 3D Human Translation from IMUs in Mobile Consumption

Discover real-time full-body pose estimation techniques using IMU sensors for mobile applications, exploring cutting-edge methods for accurate human motion tracking and translation.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Augmented Startups

Pose Estimation - Deep Learning Using OpenPose Tutorials

Learn to implement pose estimation using OpenPose, covering installation, people counting, fall detection, yoga pose recognition, and more. Gain practical skills in computer vision and deep learning applications.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Nicholas Renotte

AI Pose Estimation with Python and MediaPipe - AI Gym Tracker Project

Learn to build an AI-powered gym tracker using Python, MediaPipe, and OpenCV. Master pose estimation, joint coordinate extraction, and angle calculation to create a rep-counting application.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Pose Estimation with the Fastest Python Deep Learning Model - MoveNet Lightning

Learn to implement real-time pose estimation using MoveNet Lightning, a fast Python deep learning model. Covers installation, TFLite integration, rendering results, and OpenCV implementation.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Nicholas Renotte

AI Hand Pose Estimation with MediaPipe - Detect Left and Right Hand and Calculate Angles

Learn advanced hand pose estimation using MediaPipe, OpenCV, and Python. Detect left/right hands, calculate joint angles, and render estimations for kinematic analysis and real-time applications.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Nicholas Renotte

AI Hand Pose Estimation with MediaPipe and Python

Learn to implement hand pose estimation using MediaPipe and Python. Set up the environment, detect hand poses in real-time, interpret results, and apply styling with OpenCV for enhanced visualization.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Tensorflow Multi-Person Pose Estimation with Python - Machine Learning Tutorial

Learn to implement multi-person pose estimation using TensorFlow and Python. Explore MobileNetv2, Feature Pyramid Networks, and CenterNet concepts in this hands-on machine learning tutorial.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Real Time AI Hand Pose Estimation with Javascript, Tensorflow.js and React.js

Build a real-time hand pose estimation app using Javascript, TensorFlow.js, and React.js. Learn to set up a pre-trained model, use webcam input, and detect hand landmarks for gesture recognition applications.

• YouTube
• 35 minutes
• Self-Paced
• Free Video