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#Object Recognition

Showing: 45 courses
University of Central Florida

Object Recognition

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Explore object recognition techniques, from Bag of Words to selective search, covering codebooks, visual synonyms, and object localization for effective image classification.
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47 Lesons
1 hour 3 minutes
On-Demand
Free-Video
University of Central Florida

Hough Transform for Line and Shape Detection - Lecture 18

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Learn about the Hough Transform technique for detecting lines and shapes in images, including its algorithm, applications, and variations like Generalized Hough Transform.
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18 Lesons
48 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Computer Vision - Lecture 1

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Introduction to computer vision concepts, applications, and recent advancements. Explores visual perception, image types, object recognition, facial analysis, action detection, and video processing techniques.
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45 Lesons
49 minutes
On-Demand
Free-Video
University of Central Florida

CAP5415 - Semantic Segmentation Part 1 - Lecture 17

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Explore semantic segmentation techniques, including pretrained layers, skip connections, and upsampling methods for advanced image analysis and understanding.
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12 Lesons
48 minutes
On-Demand
Free-Video
University of Central Florida

Computer Vision: Classification and Object Recognition - Lecture 11

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Explore computer vision classification techniques, including object recognition, image classification, and machine learning frameworks. Learn about nearest neighbor and linear classifiers.
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17 Lesons
47 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Computer Vision - Part II - Lecture 2

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Explore computer vision fundamentals, deep learning applications, and advanced topics like object detection, segmentation, and action recognition in images and videos.
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35 Lesons
58 minutes
On-Demand
Free-Video
Neuro Symbolic

Reasoning about Object Recognition

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Dive into object recognition reasoning, exploring embodied AI and metacognition concepts with insights from an expert in the field of neuro-symbolic artificial intelligence.
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1 Lesons
33 minutes
On-Demand
Free-Video

OpenCV Python Project

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Learn computer vision techniques with Python and OpenCV, from face detection to emotion recognition, creating filters, and building interactive projects like virtual mouse and games.
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18 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Institute for Advanced Study

Machines - How Do They Learn and Where Are They Headed?

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Explore machine learning fundamentals, neural networks, and AI challenges. Gain insights into how machines learn, their capabilities, and future directions in artificial intelligence.
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18 Lesons
56 minutes
On-Demand
Free-Video
Institute for Advanced Study

A Practical Guide to Deep Learning - Richard Zemel

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Explore deep learning fundamentals, from perceptrons to neural networks, with practical insights on object recognition, vision, and advanced techniques like regularization.
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26 Lesons
2 hours 3 minutes
On-Demand
Free-Video

OpenCV

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OpenCV入門到進階：從安裝、基礎影像處理到深度學習應用，涵蓋多平台開發、人臉辨識、物體追蹤等實用技巧。
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107 Lesons
1 day 6 hours
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Autonomous Manipulator Solutions for Mobile Robotics

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Explore autonomous manipulator solutions for mobile robotics, focusing on challenges in remote environments, machine perception, and object interaction. Learn about building blocks for advanced robotic control and human-robot collaboration.
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13 Lesons
58 minutes
On-Demand
Free-Video
IEEE

Perception and Manipulation in Robotics - Session 14

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Explore cutting-edge advancements in robotic perception and manipulation techniques, focusing on innovative approaches to enhance machine vision and dexterity in various applications.
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1 Lesons
1 hour 35 minutes
On-Demand
Free-Video
Simons Institute

Does the Neocortex Use Grid Cell-Like Mechanisms to Learn the Structure of Objects?

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Explore how the neocortex might use grid cell-like mechanisms to learn object structure, drawing parallels between spatial navigation and object recognition in the brain.
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23 Lesons
56 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Modelling Mental Rotation in the Brain Using Deep Learning

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Explore mental rotation in the brain and its potential implementation in deep learning, comparing human visual systems to neural networks.
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20 Lesons
49 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Neural Dynamics of Attentive Object Recognition and Scene Understanding

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Explore neural models of visual understanding, including object recognition, scene classification, and decision-making. Discover how the brain processes complex visual information across cortical streams.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
IEEE

AR Perception in Augmented Reality - Session 29

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Explore cutting-edge advancements in augmented reality perception, focusing on innovative techniques and technologies shaping the future of immersive experiences.
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1 Lesons
1 hour 47 minutes
On-Demand
Free-Video
Yannic Kilcher

How to Represent Part-Whole Hierarchies in a Neural Network - Geoff Hinton's Paper Explained

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Explore GLOM, a novel computer vision model combining transformers, neural fields, and capsule networks to dynamically construct parse trees for object recognition and scene understanding.
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13 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Deep Learning Revolution: Turing Award Lecture by Geoffrey Hinton and Yann LeCun

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Pioneers of deep learning discuss breakthroughs, applications, and future prospects of neural networks in AI, from handwriting recognition to medical imaging and autonomous vehicles.
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41 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Machine Learning Enhanced Compressive Hyperspectral Imaging - IPAM at UCLA

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Explore machine learning-enhanced compressive hyperspectral imaging techniques, combining optical systems and neural networks for efficient data acquisition and processing in various applications.
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18 Lesons
31 minutes
On-Demand
Free-Video
MITCBMM

How Brain Computations Can Inspire New Paths in AI - Part 2

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Explore brain-inspired AI advancements, focusing on object recognition, contextual reasoning, and model performance. Gain insights into cutting-edge computational approaches and their applications.
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22 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Meta

Deep Learning for Vision: Tricks of the Trade

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Explore deep learning's evolution in computer vision, from unsupervised algorithms to modern object recognition systems. Learn practical tips and future challenges in this field.
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23 Lesons
42 minutes
On-Demand
Free-Video
tinyML

Machine Learning at the Extreme Edge of Always-on Intelligent Sensor Networks

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Explore ML optimization techniques for resource-constrained IoT sensor nodes, focusing on system, algorithm, architecture, and circuit levels to achieve significant area-power improvements.
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17 Lesons
43 minutes
On-Demand
Free-Video
MITCBMM

Why It Pays to Study Psychology - Lessons from Computer Vision

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Explore how psychology insights enhance computer vision, from texture analysis to scene recognition and 3D reasoning. Learn about occlusion, visual memory, and self-supervised learning.
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32 Lesons
31 minutes
On-Demand
Free-Video
NDC Conferences

The Modern Trolley Problem - Responsible AI Principles

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Explore ethical challenges in AI-driven vehicles, from decision-making algorithms to object recognition. Delve into Responsible AI Principles and their crucial role in shaping autonomous technology's future.
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1 Lesons
1 hour
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Deep Learning of Generative Models - 2014

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Explore generative models in deep learning with Yoshua Bengio, covering motivations, applications, and fundamental challenges in AI and machine learning.
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23 Lesons
1 hour 11 minutes
On-Demand
Free-Video
media.ccc.de

KI-Basierte Modifikation von Videostreams aus Überwachungskameras

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Demonstration der KI-basierten Echtzeitmanipulation von Videostreams aus IP-Kameras, einschließlich Entfernung von Personen und Firmware-Modifikationen. Diskussion über Einschränkungen und Gegenmaßnahmen.
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1 Lesons
43 minutes
On-Demand
Free-Video
NDC Conferences

What You Always Wanted to Know About Deep Learning, but Were Afraid to Ask

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Demystifying deep learning concepts like back-propagation, gradient descent, and neural networks. Practical guide to training a model for object recognition using TensorFlow and Keras.
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26 Lesons
58 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

ViBand - High-Fidelity Bio-Acoustic Sensing Using Commodity Smartwatch Accelerometers

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Innovative smartwatch technology enhances bio-acoustic sensing, enabling gesture recognition, object detection, and body-based data transmission, expanding wearable interaction possibilities.
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1 Lesons
21 minutes
On-Demand
Free-Video
NDC Conferences

The Modern Trolley Problem - Responsible AI Principles

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Explore ethical challenges in AI-driven vehicles, from object recognition to decision-making algorithms. Delve into responsible AI principles and the importance of intentional, transparent coding in autonomous systems.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
code::dive conference

IoT - Building Machine Vision System

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Explore IoT machine vision systems, from AI-enabled solutions to object recognition, using Windows 10 IoT Core and UWP. Learn about image processing, emotion detection, and custom implementations.
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26 Lesons
44 minutes
On-Demand
Free-Video
NDC Conferences

Microsoft Cognitive Services - Making AI Easy

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Explore 20+ Cognitive Services APIs for AI-powered applications, including object recognition, speech processing, and language understanding. Learn implementation techniques and gain inspiration for intelligent app development.
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38 Lesons
1 hour 5 minutes
On-Demand
Free-Video
NDC Conferences

Developing Object Recognition for HoloLens

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Learn to develop object recognition for HoloLens using Vuforia AR SDK. Explore applications in modern art, asset management, and more in this billion-dollar market.
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1 Lesons
59 minutes
On-Demand
Free-Video
NDC Conferences

What's That Fruit

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Explore image classification and object detection using Microsoft Cognitive Services, from cloud-based solutions to edge computing, with simplified explanations and practical code examples.
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26 Lesons
57 minutes
On-Demand
Free-Video
NDC Conferences

What You Always Wanted to Know About Deep Learning, but Were Afraid to Ask

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Demystifying Deep Learning: key concepts, practical applications, and hands-on training for object recognition. Gain a clear understanding of AI fundamentals and start your journey into machine learning.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Yacine Mahdid

Intersection over Union (IoU) Explained with PyTorch

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Learn to implement Intersection over Union (IoU) for object recognition using PyTorch. Covers theory, formulas, and practical code for bounding boxes and segmentation masks.
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7 Lesons
18 minutes
On-Demand
Free-Video
Roboflow

Is Machine Learning Smarter Than a Toddler? - Roboflow + OpenCV Webinar

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Explore how AI and ML compare to toddlers in object recognition, drawing, and writing. Gain insights into the current capabilities and limitations of machine learning technology.
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12 Lesons
59 minutes
On-Demand
Free-Video
NDC Conferences

The Modern Trolley Problem

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Exploring ethical dilemmas in self-driving car algorithms, demonstrating object recognition, and discussing responsible AI principles and sustainable engineering practices.
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1 Lesons
59 minutes
On-Demand
Free-Video
NDC Conferences

The Modern Trolley Problem - Responsible AI Principles

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Exploring ethical challenges in AI-driven vehicles, from object recognition to decision-making algorithms. Demonstrates model training and deployment while emphasizing responsible AI principles and sustainable engineering practices.
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1 Lesons
58 minutes
On-Demand
Free-Video
Neuro Symbolic

Scene Graphs: Overview and Current Research

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Explore scene graphs and current research in this field, gaining insights into an exciting area of AI and machine learning.
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1 Lesons
38 minutes
On-Demand
Free-Video
NDC Conferences

The Modern Trolley Problem - Responsible AI Principals

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Explore ethical challenges in AI-driven vehicles, from blame allocation to algorithm design. Discover object recognition, obstacle avoidance, and responsible AI principles for sustainable engineering practices.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
BIMSA

Understanding the Visual World Through Object Intrinsics

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Explore neuro-symbolic approaches to scene and object understanding, focusing on intrinsic structures and their role in visual data interpretation and generalization.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Neurosymbolic Programming for Science

Understanding the Visual World Through Naturally Supervised Code

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Explore symbolic structure inference from visual data using neuro-symbolic methods. Learn to leverage natural supervision for discovering repetitive patterns, object intrinsics, and grounded visual concepts.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
NullSafe Architect

YOLO - From Zero to Creating Applications and Fine-tuning - Tutorial 11

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Aprende a implementar YOLO 11 desde cero, desarrollando aplicaciones prácticas y realizando ajustes de fine-tuning para optimizar el rendimiento de detección de objetos.
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1 Lesons
26 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Augmented Object Intelligence with XR-Objects

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Explore cutting-edge developments in augmented object intelligence and XR technology's role in advancing user interface software and interactive systems.
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1 Lesons
16 minutes
On-Demand
Free-Video