Camera Model and Perspective Projection - Lecture 12
Explore camera models, coordinate systems, and transformations in computer vision. Learn about perspective projection, focal length, and essential concepts for image analysis and 3D reconstruction.
Discovery of Latent 3D Keypoints via End-to-End Geometric Reasoning
Explore end-to-end geometric reasoning for latent 3D keypoint discovery, combining keypoint and geometry learning networks to outperform supervised methods in semi-supervised keypoint finding.
Camera Model and Perspective Projection - Lecture 20
Explore camera models, image formation, lenses, and projection techniques. Learn about 3D relations, pose estimation, and scene understanding in computer vision.
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.
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.
TensorFlow Computer Vision Tutorials - OpenCV Python
Learn essential computer vision techniques using TensorFlow and MediaPipe. Build real-time applications for face detection, pose estimation, hand tracking, and object detection with Python and OpenCV.
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.
3D Computer Vision for Animals - Lecture 28
Explore cutting-edge techniques in 3D computer vision applied to animal modeling and analysis through an expert lecture on advanced AI applications for understanding animal forms and movement.
Computer Vision Applications - Full Stack Deep Learning - Spring 2021
Comprehensive overview of deep learning applications in computer vision, covering ConvNet architectures, detection methods, and advanced tasks like 3D shape inference and style transfer.
Setting Up Machine Learning Projects - Full Stack Deep Learning - March 2019
Learn best practices for planning and setting up machine learning projects, including prioritizing projects, choosing metrics, and creating baselines. Gain insights into the lifecycle of ML projects and practical examples.
UniFormer
Explore video understanding with UniFormer, a novel approach addressing inefficiencies in video transformers for improved performance and pose estimation.
Learn Computer Vision with CVZone in 2 Hours
Comprehensive 2-hour tutorial on computer vision using CVZone, covering various modules and techniques for image processing, object detection, and facial analysis.
Towards Machines that Perceive and Communicate
Explore cutting-edge research in visual scene understanding and grounded language processing, covering semantic segmentation, object detection, and image captioning advancements.
Video Data Processing with Python and OpenCV
Learn to process video data using Python and OpenCV, covering reading, writing, metadata extraction, image manipulation, and annotation. Gain essential skills for machine learning applications in computer vision.
Toward Total Scene Understanding for Autonomous Driving
Explore cutting-edge machine learning techniques for autonomous driving, including perception, behavior prediction, and planning. Learn about Waymo's research on ML models for real-world environments and AI's impact on accessibility.
A Recipe for Mixed Reality in Mario Kart Live
Explore the fusion of physical and digital worlds in Mario Kart Live: Home Circuit. Learn about mixed reality techniques, SLAM, and innovative game design for an immersive racing experience.
AI for Everyone - Parsing Pose and Hand Landmark Data in Mediapipe
Learn to parse pose and hand landmark data in Mediapipe using Python and OpenCV. Develop full-body pose estimation for live video analysis, with practical demonstrations and troubleshooting tips.
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.