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#Autonomous Driving

Showing: 62 courses
Stanford University

Autonomous Driving - AI's Biggest Endeavor, James Peng of Pony.ai

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Explore autonomous driving's potential impact, challenges, and innovations with Pony.ai's James Peng. Gain insights into sensors, AI, and the future of transportation.
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13 Lesons
40 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Autonomous Driving, Are We There Yet? - Technology, Business, Legal Considerations

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Exploring autonomous driving's technological, business, and legal challenges. Discusses paradigm shifts in personal mobility, industry transformation, and steps needed to realize this revolutionary vision for transportation.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
New York University (NYU)

The Era of Artificial Intelligence

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Explore the four waves of AI, its global economic impact, and potential challenges in this insightful talk by Kai-Fu Lee on the future of artificial intelligence and its pervasive influence.
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30 Lesons
1 hour 9 minutes
On-Demand
Free-Video
University of Central Florida

Textual Explanation for Self-Driving Vehicles

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Explore self-driving vehicle technology through an explainable driving model, focusing on network architecture, preprocessing, and evaluation of vehicle control and explanation generation.
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18 Lesons
28 minutes
On-Demand
Free-Video
Alexander Amini

Learning Steering for Parallel Autonomy

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Explores end-to-end learning for parallel autonomy in self-driving cars, focusing on handling ambiguity, uncertainty estimation, and decision-making capabilities beyond reactionary control.
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30 Lesons
43 minutes
On-Demand
Free-Video
Simons Institute

Optimizing Robot Action Around and For People

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Explore strategies for optimizing robot actions in human environments, focusing on prediction, interaction, and shared utility to enhance human-robot collaboration and safety.
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14 Lesons
1 hour 17 minutes
On-Demand
Free-Video
WeAreDevelopers

Software Defines the Vehicle - Why Customers and Developers Will Love Cars Even More

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Explore how software is revolutionizing the automotive industry, enhancing user experiences and creating exciting opportunities for developers in vehicle technology.
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1 Lesons
40 minutes
On-Demand
Free-Video
Georgia Tech Research

From State Space Control to Intelligent Machines - A Five-Decade Journey in Mechanical Systems Control

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Explore a five-decade journey in mechanical systems control, from state space theory to intelligent industrial robots and autonomous driving. Gain insights from Masayoshi Tomizuka's research at UC Berkeley.
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1 Lesons
52 minutes
On-Demand
Free-Video
GAIA

Zenseact Open Dataset for Advancing Autonomous Driving

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Explore the Zenseact Open Dataset's role in advancing autonomous driving technology. Learn about its creation, features, and applications in ongoing research projects.
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1 Lesons
31 minutes
On-Demand
Free-Video
Linux Foundation

Get Ready for Vehicle Digital Transformation

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Explore vehicle digital transformation with insights on emerging technologies, industry trends, and future automotive innovations.
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1 Lesons
26 minutes
On-Demand
Free-Video
sentdex

Programming Autonomous Self-Driving Cars with Carla and Python

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Explore autonomous driving simulation using Carla and Python. Learn to create virtual environments, control vehicles, and implement self-driving logic with open-source tools and APIs.
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11 Lesons
29 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Reliable Object Detection and Identification in Adverse Conditions

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Explore radar-based perception systems for autonomous vehicles, focusing on reliable object detection in adverse weather conditions and multi-sensor fusion techniques for enhanced safety.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Challenges in Using LLM-as-a-Judge for Production Evaluations

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Explore key techniques and challenges in using LLMs as evaluation tools for AI applications, with insights on improving RAG-based systems and implementing production-grade assessments.
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1 Lesons
43 minutes
On-Demand
Free-Video
Eclipse Foundation

Implementing Automated Lane-Keeping Systems (ALKS) Models in SUMO Traffic Simulator

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Explore the implementation requirements of Automated Lane-Keeping Systems (ALKS) in SUMO traffic simulation, focusing on UNECE R157 regulations and practical development steps.
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1 Lesons
22 minutes
On-Demand
Free-Video
Eclipse Foundation

Improving Autonomous Driving Platforms with Zenoh-Flow Data Flow System

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Discover how Zenoh-Flow structures complex applications into computing units, demonstrated through an Autonomous Driving platform implementation with focus on deployment automation and business logic development.
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1 Lesons
22 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Empower Autonomous Driving with Cloud Native Serverless Technologies

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Explore how cloud-native serverless technologies empower autonomous driving, addressing challenges in data archiving, resource management, and architecture flexibility for complex use cases and numerous modules.
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16 Lesons
33 minutes
On-Demand
Free-Video
Conf42

Introduction to ADAS and Autonomous Driving

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Explore ADAS and autonomous driving fundamentals, hardware components, functions, computing requirements, software elements, and their impact on road safety and transportation.
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11 Lesons
17 minutes
On-Demand
Free-Video
Nicholas Renotte

Reinforcement Learning - Full Course Using Python

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Comprehensive introduction to reinforcement learning using Python, covering fundamentals, custom environments, and practical projects like Atari games and autonomous driving.
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43 Lesons
3 hours 2 minutes
On-Demand
Free-Video
Pascal Poupart

Imitation Learning

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Explore imitation learning techniques, from behavioral cloning to generative adversarial methods, with applications in autonomous driving and conversational agents.
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11 Lesons
30 minutes
On-Demand
Free-Video
Open Data Science

An Intuition-Based Approach to Reinforcement Learning

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Explore an intuition-based approach to reinforcement learning, covering key concepts like exploit vs. explore, Q-tables, and stochastic actions, with practical examples and applications.
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17 Lesons
42 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Perception and Learning for Autonomous Driving - Part 1

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Explore perception and learning for autonomous driving, covering sensor suites, deep neural networks, and object detection techniques in this comprehensive tutorial.
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21 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Simons Institute

The Role of Conventions in Adaptive Human-AI Interaction

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Explores partner modeling in multi-agent coordination, focusing on representation learning, conventions, and strategies for reducing non-stationarity in decentralized systems.
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20 Lesons
55 minutes
On-Demand
Free-Video
tinyML

Next-Generation Deep-Learning Accelerators: From Hardware to System - tinyML Summit 2022

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Explore next-gen deep learning accelerators, focusing on system-level challenges and opportunities in design, integration, and scheduling for future AI hardware advancements.
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18 Lesons
28 minutes
On-Demand
Free-Video
Andreas Geiger

Driving with Attention

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Explore innovative sensor fusion techniques for autonomous driving, focusing on TransFuser and NEAT models that leverage attention mechanisms to improve perception and decision-making in complex traffic scenarios.
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20 Lesons
33 minutes
On-Demand
Free-Video
Andreas Geiger

Learning Robust Driving Policies

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Explore robust driving policies for autonomous vehicles, covering situational reasoning strategies and addressing covariate shift in imitation learning to improve generalization and safety in diverse conditions.
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25 Lesons
35 minutes
On-Demand
Free-Video
Andreas Geiger

Label Efficient Visual Abstractions for Autonomous Driving

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Explore efficient visual abstractions for autonomous driving, analyzing segmentation-based modalities and their impact on driving performance in CARLA simulator. Gain insights on label-efficient approaches.
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15 Lesons
45 minutes
On-Demand
Free-Video
tinyML

Imaging Radars - Learning for Enhanced Vision in Modern Radar Systems

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Explore imaging radars and machine learning for enhanced object classification in traffic enforcement and autonomous driving applications using millimeter-wave technology.
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8 Lesons
32 minutes
On-Demand
Free-Video
1littlecoder

Latest AI News Roundup: From AGI Stages to Multimodal Models

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Explore cutting-edge AI developments: AGI stages, medical applications, multimodal models, autonomous driving, and more. Stay informed about the latest advancements in artificial intelligence across various domains.
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16 Lesons
37 minutes
On-Demand
Free-Video
Lennart Svensson

Language and Video-Generative AI in Autonomous Driving - Guest Lecture by Wayve

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Explore Wayve's innovative approach to autonomous driving, featuring language and video-generative AI advancements. Learn about GAIA-1 and LINGO technologies, and their applications in self-driving vehicles.
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6 Lesons
40 minutes
On-Demand
Free-Video
USENIX

VILAM: Infrastructure-assisted 3D Visual Localization and Mapping for Autonomous Driving

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Innovative framework leveraging roadside infrastructure for high-precision localization and mapping in autonomous vehicles, achieving decimeter-level accuracy with consumer-grade cameras across diverse scenarios.
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1 Lesons
15 minutes
On-Demand
Free-Video
Paul G. Allen School

Toward Total Scene Understanding for Autonomous Driving

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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.
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1 Lesons
1 hour
On-Demand
Free-Video
Paul G. Allen School

Toward Total Scene Understanding for Autonomous Driving

0 rewiews
Explore cutting-edge machine learning techniques for autonomous vehicles, covering perception, prediction, planning, and simulation. Learn about Waymo's research on enhancing AI capabilities for real-world environments.
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1 Lesons
1 hour
On-Demand
Free-Video
Paul G. Allen School

Toward Total Scene Understanding for Autonomous Driving

0 rewiews
Exploring machine learning advancements in autonomous driving, focusing on perception, prediction, and planning. Discusses impact on accessibility and future AI agent capabilities.
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1 Lesons
1 hour
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Knowledge-infused Learning for Autonomous Driving (KL4AD)

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Explore knowledge-infused learning techniques for autonomous driving, focusing on neuro-symbolic AI and its potential to enhance interpretability, explainability, and robustness in real-world applications.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Autonomous Driving: Technology, Benefits, and Challenges

0 rewiews
Explore self-driving car technology, including autonomy levels, sensors, AI systems, and their impact on transportation. Gain insights into cutting-edge research projects in autonomous driving.
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1 Lesons
32 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

How to Work in the Car of the Future - A Neuroergonomical Study Assessing Concentration, Performance and Workload Based on Subjective, Behavioral and Neurophysiological Insights

0 rewiews
Neuroergonomical study explores optimal car interior configurations for productive work during autonomous driving, assessing concentration, performance, and workload using subjective, behavioral, and EEG measures.
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1 Lesons
20 minutes
On-Demand
Free-Video
DefCamp

Under Pressure: Real World Damage With TPMS Spoofing - DefCamp - 2019

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Explore TPMS spoofing techniques, real-world implications, and mitigation strategies in this DefCamp 2019 talk on vehicle security vulnerabilities and their potential impact on autonomous driving.
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34 Lesons
49 minutes
On-Demand
Free-Video
RSA Conference

AI and Machine Learning - Managing the Risks of Major Lawsuits

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Explore legal risks and mitigation strategies for AI and machine learning applications, covering liability issues, algorithmic biases, and emerging challenges in autonomous systems and healthcare.
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28 Lesons
51 minutes
On-Demand
Free-Video
IEEE

Security of Multi-Sensor Fusion Based Perception in Autonomous Driving Under Physical-World Attacks

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Explore vulnerabilities in autonomous driving perception systems and learn about physical-world attacks on multi-sensor fusion, enhancing your understanding of automotive cybersecurity.
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1 Lesons
15 minutes
On-Demand
Free-Video
Web Summit

Autonomous Driving and Handling the Handover

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Experts discuss strategies for transitioning to driverless cars, exploring challenges and opportunities in autonomous vehicle technology and implementation.
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1 Lesons
21 minutes
On-Demand
Free-Video
GOTO Conferences

Racing Robocars

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Explore DIY robocars: affordable, safe indoor autonomous vehicles using advanced sensors and AI. Learn about global races, technological breakthroughs, and the future of self-driving innovation.
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8 Lesons
28 minutes
On-Demand
Free-Video
WeAreDevelopers

Challenges of Autonomous Driving

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Explore the complexities and obstacles in developing self-driving vehicles, from technical hurdles to ethical considerations, in this insightful conference talk on autonomous driving technology.
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1 Lesons
28 minutes
On-Demand
Free-Video
WeAreDevelopers

Connected Cars - IoT Robodrive

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Explore RoboDrive Technology for geo-distributed analytics in autonomous driving. Learn about technical challenges and solutions for setting up platforms in this emerging field.
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10 Lesons
28 minutes
On-Demand
Free-Video
Web Summit

Roadblocks to Autonomous Driving

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Exploring the gradual transition to autonomous vehicles, discussing challenges and milestones in the journey towards self-driving cars in future cities.
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1 Lesons
18 minutes
On-Demand
Free-Video
Web Summit

Our Robot Future - A Day in the Life in 2030

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Explore a futuristic vision of daily life in 2030, featuring insights on robotics, work, and technology from industry experts. Discover potential impacts on jobs, services, and human experiences.
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12 Lesons
28 minutes
On-Demand
Free-Video
Web Summit

Don't Look Now - What Cars Will Mean to Us 20 Years Down the Road

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Exploring the future of cars: from prized possessions to autonomous hubs. Experts discuss how vehicles may evolve into entertainment centers and connected lifestyle focal points in the coming decades.
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1 Lesons
19 minutes
On-Demand
Free-Video
PyCon US

Charlas - Alison Orellana Rios: OCR, Reconocimiento y obtención de información a través de imágenes

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Explora el reconocimiento de patrones y texto en imágenes usando OpenCV y Tesseract con Python. Aprende técnicas de visión artificial aplicables en industrias como automoción, robótica y procesamiento de datos.
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1 Lesons
22 minutes
On-Demand
Free-Video
GAIA

Transforming Autonomous Driving with Large Language Models and Generative AI

0 rewiews
Explore cutting-edge AI models LINGO and GAIA, revolutionizing autonomous driving with advanced language processing, visual interpretation, and realistic scenario generation for enhanced safety and decision-making.
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7 Lesons
29 minutes
On-Demand
Free-Video
Eclipse Foundation

From the Racetrack to the Road - How Open Source Boosts Autonomous Vehicle Development

0 rewiews
Discover how autonomous racing technology at speeds of 270kph translates to everyday vehicles, exploring open-source collaboration and ROS 2's role in advancing self-driving capabilities.
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1 Lesons
15 minutes
On-Demand
Free-Video
The Julia Programming Language

Integrating Julia for Perception Tasks in Autonomous Driving

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Explore Julia's potential in autonomous driving perception tasks, from LIDAR processing to ML algorithm development and integration in real vehicles.
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1 Lesons
11 minutes
On-Demand
Free-Video
VinAI

The Rise of Neural Priors

0 rewiews
Explore neural priors as a solution to AI challenges, including data scarcity and bias. Learn about their applications in augmented reality, autonomous driving, and signal recovery.
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1 Lesons
28 minutes
On-Demand
Free-Video
TEDx

Innovations in STEM: Racing Towards a Safer Future

0 rewiews
Exploring technological advancements in autonomous driving and micro-mobility to enhance road safety. From racetracks to urban planning, innovations in STEM are shaping a smarter, safer future for transportation.
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3 Lesons
11 minutes
On-Demand
Free-Video
Eclipse Foundation

Open Source and Open Collaboration in the Automotive Industry - Eclipse Foundation Framework

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Discover how open source software is transforming the automotive industry through collaborative frameworks, working groups, and projects that drive innovation in automated and connected vehicle technologies.
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1 Lesons
33 minutes
On-Demand
Free-Video
Eclipse Foundation

Driving the Automotive Industry Into the Future With Open Source

0 rewiews
Explore how open source software is transforming automotive development through Eclipse Foundation's framework for collaboration, innovation, and standardization in connected cars and autonomous driving.
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1 Lesons
35 minutes
On-Demand
Free-Video
Montreal Robotics

Learning In-the-Wild Sensor Simulation for Autonomous Driving

0 rewiews
Explore cutting-edge sensor simulation techniques for autonomous driving. Learn to create digital twins, manipulate scenarios, and generate realistic multi-sensor simulations to enhance self-driving vehicle development.
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1 Lesons
56 minutes
On-Demand
Free-Video
GAIA

Deep Learning for Self-Driving Cars

0 rewiews
Explore deep learning's role in autonomous driving software, addressing challenges and research in reducing traffic fatalities through AI-driven solutions.
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12 Lesons
33 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Outracing Champion Gran Turismo Drivers With Deep Reinforcement Learning

0 rewiews
Explore deep reinforcement learning techniques used to train AI agents that outperform world-class e-sports drivers in Gran Turismo racing simulations.
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1 Lesons
37 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Where's the Road? The Challenge of Autonomous Driving Perception in Winter

0 rewiews
Explore challenges and advancements in autonomous driving during harsh Canadian winters, focusing on perception tasks and all-weather autonomy solutions.
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1 Lesons
33 minutes
On-Demand
Free-Video
Black Hat

The Key to Remote Vehicle Control - Autonomous Driving Domain Controller

0 rewiews
Explore security risks in autonomous driving controllers, including hardware structure, testing methods, and potential vulnerabilities. Learn to extract AI models and control vehicles remotely.
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1 Lesons
33 minutes
On-Demand
Free-Video
CppCon

Building Bridges: Leveraging C++ and ROS for Simulators, Sensor Data and Algorithms

0 rewiews
Explore C++ and ROS integration for robust robotics simulation, focusing on communication bridges, deterministic execution, and cross-simulator compatibility. Enhance autonomous driving applications with scalable testing frameworks.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
VinAI

Domain Adaptation on Wheels: Closing the Gap to the Open-world

0 rewiews
Explore domain adaptation techniques for autonomous driving, from standard unsupervised setups to practical approaches addressing open-world challenges in semantic segmentation and scene understanding.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
SNIAVideo

Will AI Stay Dumb for the Lack of Memory and Storage? - Impact of Storage Technologies on AI Development

0 rewiews
Explore the critical relationship between AI advancement and data storage limitations, examining how memory constraints could impact AI's future development and potential solutions.
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1 Lesons
33 minutes
On-Demand
Free-Video