Pose Estimation Courses and Certifications

Nicholas Renotte

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

Build real-time pose estimation in Python with MoveNet Lightning, using TensorFlow Lite and OpenCV to detect and render body keypoints from a webcam.

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

Nicholas Renotte

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

Use MediaPipe hand landmarks with OpenCV and NumPy to distinguish left from right hands and calculate multiple joint angles in real time.

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

Nicholas Renotte

AI Hand Pose Estimation with MediaPipe and Python

Build a Python webcam application that estimates and renders hand landmarks in real time with MediaPipe and OpenCV.

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

Augmented Startups

Fall Detection App - Official YOLOv7 Pose Estimation

Build a YOLOv7 pose-estimation app that detects when a person falls using bounding-box dimensions and skeleton keypoints.

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

Paul McWhorter

AI for Everyone - Real Time Pose Estimation with Mediapipe and Python

Build real-time full-body pose estimation in Python with MediaPipe and OpenCV, extracting and visualizing body landmarks from webcam video.

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

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

Nicholas Renotte

AI Body Language Decoder with MediaPipe and Python

Build a real-time body language decoder by extracting facial and body landmarks with MediaPipe and training a custom pose-classification model in Python.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Paul McWhorter

AI for Everyone - Parsing Pose and Hand Landmark Data in Mediapipe

Parse MediaPipe pose landmarks into usable Python arrays for webcam-based body tracking with OpenCV.

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

Andreas Geiger

Estimating Human Motion: Past, Present, and Future

A history of human motion estimation, from early computer-vision models to 3D body reconstruction and human-object interaction.

• YouTube
• 1 hour 31 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

Coding Train

3D Pose Estimation with BlazePose and ML5.js - WEBGL Visualization Tutorial

Master 3D pose estimation using BlazePose model in ml5.js and p5.js WEBGL to create interactive visualizations with real-time body tracking and 3D scene manipulation.

• YouTube
• 14 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

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

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

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