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#Object Tracking

Showing: 30 courses
University of Central Florida

Object Tracking

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Explore object tracking in computer vision, covering algorithms, datasets, and challenges. Learn about various tracking methods and their performance in different scenarios.
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17 Lesons
1 hour 7 minutes
On-Demand
Free-Video
University of Central Florida

Lucas-Kanade Tracker (KLT) - Global Motion Estimation - Lecture 10

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Explore Lucas-Kanade Tracker (KLT) for computer vision, covering global motion estimation, object tracking, and 2D transformations. Gain insights into advanced tracking algorithms.
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19 Lesons
1 hour 14 minutes
On-Demand
Free-Video
University of Central Florida

Deep Reinforcement Learning for Object Tracking

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Explore action-driven object tracking using deep reinforcement learning, covering policy, value functions, and training approaches for improved visual tracking performance.
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15 Lesons
30 minutes
On-Demand
Free-Video
University of Central Florida

Karhunen-Loève Transform (KLT) Algorithm for Tracking - Lecture 10

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Explore tracking techniques, including KLT algorithm, for computer vision applications. Learn about translation models, Jacobian matrices, and multi-camera setups.
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11 Lesons
39 minutes
On-Demand
Free-Video
University of Central Florida

Visual Analysis of Extremely Dense Crowded Scenes

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Analyzing dense crowd scenes using computer vision techniques for counting, detecting, and tracking individuals. Explores multiple data sources, context, and neighborhood motion to address challenges in extremely crowded environments.
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46 Lesons
51 minutes
On-Demand
Free-Video

Computer Vision Projects

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In this tutorial series, we would be working on hands-on projects using OpenCV and Python.
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33 Lesons
23 hours
On-Demand
Free-Video
Murtaza's Workshop - Robotics and AI

Learn Computer Vision with Jetson Nano Using Python

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Learn computer vision fundamentals and apply them to real-world projects using Jetson Nano. Develop skills in eye tracking, self-driving car simulation, and face recognition with hands-on experience.
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37 Lesons
4 hours 32 minutes
On-Demand
Free-Video
Derek Banas

Blender 2.79 Tutorial - Materials and Lighting

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Learn to create and manipulate materials in Blender, including lighting, textures, glass simulation, and object tracking. Gain practical skills through examples and demonstrations.
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1 Lesons
24 minutes
On-Demand
Free-Video
Max Novak

After Effects Masterclass for Beginners - Full Tutorial in 60 Minutes

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Comprehensive masterclass covering essential After Effects tools, techniques, and workflows. From basic interface to advanced 3D tracking and expressions, learn to create professional motion graphics and visual effects.
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29 Lesons
59 minutes
On-Demand
Free-Video
NPS 3D™

Ground Breaking VFX - Blender VFX for Beginners

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Learn to create realistic destruction effects in Blender, from tracking and fracturing to adding physics, dust, debris, and smoke. Master advanced VFX techniques for stunning visual impact.
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20 Lesons
34 minutes
On-Demand
Free-Video
Let's Code Physics

Trying Out the STEMCoding Object Tracker - Episode 1

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Explore a user-friendly object tracking app for physics analysis, featuring hands-on demonstrations and practical applications in STEM education.
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1 Lesons
14 minutes
On-Demand
Free-Video
Roboflow

Real-time Video Analytics Using RTSP Stream and Computer Vision

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Master real-time video analytics using RTSP streams and computer vision to build monitoring systems for object counting, duration tracking, and traffic analysis.
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1 Lesons
20 minutes
On-Demand
Free-Video
USC Information Sciences Institute

AI on the Edge: Hardware-Software Co-Design for Graph Analytics and Neural Networks - Session 3

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Explore cutting-edge research on hardware-software co-design for AI, including graph analytics, neural networks, object detection, and federated learning.
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1 Lesons
50 minutes
On-Demand
Free-Video
Roboflow

Traffic Analysis with YOLOv8 and ByteTrack - Vehicle Detection and Tracking

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Learn real-time traffic analysis using YOLOv8 and ByteTrack for vehicle detection and tracking on aerial images. Explore zone assignment, movement direction, and traffic flow visualization with Python and Supervision.
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8 Lesons
23 minutes
On-Demand
Free-Video
Rob Mulla

Video Data Processing with Python and OpenCV

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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.
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10 Lesons
32 minutes
On-Demand
Free-Video
javidx9

Integral Images: Concept and Application in Spatial Algorithms

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Learn about integral images for faster spatial partitioning and search algorithms, with a demonstration of object tracking implementation and practical coding examples.
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5 Lesons
27 minutes
On-Demand
Free-Video
Nvidia

Streamline Deep Learning for Video Analytics with DeepStream SDK 2.0

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Explore AI-based video analytics using DeepStream SDK 2.0 for Tesla, transforming video into insights for smart cities with a modular plugin architecture and scalable framework for multi-stream processing and application development.
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38 Lesons
57 minutes
On-Demand
Free-Video
Weights & Biases

Navigating Vision Systems with Weights & Biases and SmartCow

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Explore computer vision advancements with Weights & Biases and SmartCow. Learn about Ultralytics, object detection metrics, and practical implementations for enhancing ML projects.
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9 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Roboflow

Dwell Time Analysis with Computer Vision - Real-Time Stream Processing

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Optimize processes using computer vision for wait time analysis. Learn object detection, tracking, and time calculation in zones to enhance customer experience and improve efficiency.
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12 Lesons
28 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Digital Assistance for Quality Assurance - Augmenting Workspaces Using Deep Learning for Tracking Near-Symmetrical Objects

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Innovative deep learning approach for quality assurance in manufacturing, focusing on tracking and measuring near-symmetrical objects like LEGO bricks using visual guides and fine-grained feature detection.
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1 Lesons
23 minutes
On-Demand
Free-Video
JSConf

Image Processing in JavaScript

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Explore fundamental image processing techniques in JavaScript, from face detection to distance measurement, with demos and library recommendations for practical applications.
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1 Lesons
16 minutes
On-Demand
Free-Video
Data Science Conference

Analysis of Sports Scenes Using Computer Vision Models

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Explore computer vision applications in sports analysis, from player detection to performance monitoring, using deep neural networks with practical experiments in handball scene analysis.
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1 Lesons
27 minutes
On-Demand
Free-Video
MIT HAN Lab

Efficient 3D Perception for Autonomous Vehicles

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Explore efficient 3D perception techniques for autonomous vehicles, including multi-sensor fusion, accelerated view transformation, and optimized backbones for real-time performance on edge devices.
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1 Lesons
27 minutes
On-Demand
Free-Video
Stanford University

Open-world Segmentation and Tracking in 3D

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Discover cutting-edge techniques for 3D data detection and segmentation using pseudo-labels, with insights into Lidar applications and Segment Anything technology from NVIDIA expert Laura Leal-Taixé.
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1 Lesons
54 minutes
On-Demand
Free-Video
Paul McWhorter

AI for Everyone - Tracking an Object Based on Color in OpenCV

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Learn to track objects by color using OpenCV with step-by-step instructions. Create masks, use trackbars for model training, and apply techniques for effective color-based object detection.
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18 Lesons
59 minutes
On-Demand
Free-Video
Paul McWhorter

AI for Everyone - Understanding the HSV Color Space

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Explore the HSV color space for effective object tracking in OpenCV. Learn about hue, saturation, and value components to enhance your computer vision projects.
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19 Lesons
53 minutes
On-Demand
Free-Video
Data Science Conference

Machine Learning System Endeavors - From Design to Production

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Explore the journey of implementing a video processing AI system, from initial design through production challenges, focusing on ML pipeline management, bug tracking, and real-world impact in smart buildings.
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1 Lesons
32 minutes
On-Demand
Free-Video
MIT HAN Lab

Efficient 3D Perception for Autonomous Vehicles

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Explore cutting-edge techniques for efficient 3D perception in autonomous vehicles, including multi-sensor fusion, accelerated view transformation, and real-time performance on edge GPUs.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
VinAI

Ubiquitous 3D Vision in the Wild

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Explore cutting-edge 3D vision techniques for object detection, tracking, and reconstruction from various camera platforms. Gain insights into advanced algorithms for human motion analysis and multi-human tracking.
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1 Lesons
1 hour
On-Demand
Free-Video
Code With Aarohi

YOLOv11 for Real-Time Class-Wise Vehicle Counting and Tracking

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Master real-time vehicle detection and tracking using YOLO11, implementing class-wise counting with BoT-SORT and ByteTrack algorithms for traffic analysis and smart city applications.
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1 Lesons
37 minutes
On-Demand
Free-Video