Object Detection Courses and Certifications

University of Central Florida

CAP5415 - Object Detection: Sliding Window and Image Pyramids - Lecture 13

Explore object detection techniques including sliding windows, scale-space pyramids, and non-maximum suppression. Learn about challenges and evaluation methods in this comprehensive lecture.

• YouTube
• 52 minutes
• On-Demand
• Free Video

University of Central Florida

Person Re-Identification and Tracking in Multiple Non-Overlapping Cameras - Keynote

Explore person re-identification and tracking across multiple cameras, covering classification networks, loss functions, and innovative approaches for various camera configurations.

• YouTube
• 52 minutes
• On-Demand
• Free Video

University of Central Florida

SILCO: Show a Few Images, Localize the Common Object

Innovative approach to object detection using few support images, combining spatial similarity and feature reweighting for improved localization in challenging scenarios.

• YouTube
• 32 minutes
• On-Demand
• Free Video

University of Central Florida

Trust Region Based Adversarial Attack on Neural Networks

Explore trust region optimization for adversarial attacks on neural networks, covering various attack methods and their applications in computer vision and object detection.

• YouTube
• 32 minutes
• On-Demand
• Free Video

University of Central Florida

Consistency-Based Semi-Supervised Learning for Object Detection

Explore semi-supervised learning for object detection, focusing on consistency-based approaches. Learn about loss functions, background elimination, and experimental results in this concise presentation.

• YouTube
• 27 minutes
• On-Demand
• Free Video

University of Central Florida

Introduction to Capsule Networks for Computer Vision

Explore Capsule Networks for computer vision, covering sparse pattern recognition, viewpoint equivariance, object detection, and dynamic routing techniques.

• YouTube
• 31 minutes
• On-Demand
• Free Video

University of Central Florida

Live Repetition Counting - CNN Architecture and System for Online Motion Detection

Learn techniques for real-time repetition counting in video, including CNN architecture, counter integration, and online mode counting for multiple detectors and regions of interest.

• YouTube
• 29 minutes
• On-Demand
• Free Video

University of Central Florida

Visual Analysis of Extremely Dense Crowded Scenes

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.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Microsoft Power Apps: AI Builder

183 ratings at LinkedIn Learning

Learn how to use the AI Builder in Microsoft Power Apps to add AI capabilities to your apps and key processes—no programming experience required.

• LinkedIn Learning
• 1 hour 17 minutes
• On-Demand
• Free Trial Available

OpenCV for Python Developers

156 ratings at LinkedIn Learning

Learn how to harness the image-processing power of OpenCV to develop Python scripts that manipulate photos, create custom video streams, and even perform object and face tracking.

• LinkedIn Learning
• 3 hours 6 minutes
• On-Demand
• Free Trial Available

Computer Vision on the Raspberry Pi 4

95 ratings at LinkedIn Learning

Find out how to write and execute computer vision applications on the Raspberry Pi 4.

• LinkedIn Learning
• 1 hour 44 minutes
• On-Demand
• Free Trial Available

Luleå University of Technology

Introduction to Application of Robotic Tools

Gain essential practical skills in the application of robotics to understand how to use robotic tools across various industries.

• FutureLearn
• 2 weeks, 4 hours a week
• On-Demand
• Free Online Course (Audit)

Mining Data from Images

23 ratings at Pluralsight

OpenCV is a widely-used data science and machine learning software library. This course will teach you the basics of Image Processing and Analysis using OpenCV with Python, including feature detection, image classification, and object detection.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Chang’an University

Principle and Application of Big Data Technology

Master big data principles and technologies through Hadoop ecosystem, distributed computing, and real-world transportation applications for intelligent decision-making and innovative solutions.

• XuetangX
• On-Demand
• Free Online Course

Build an Object Detection Solution with Microsoft Azure Custom Vision Service

18 ratings at Pluralsight

The Microsoft cloud includes a collection of services that help you create advanced AI solutions. This course will teach you how to build an object detection solution with Azure Custom Vision.

• Pluralsight
• 36 minutes
• On-Demand
• Free Trial Available