Traffic Crashes Statistics(00:00:00 - 00:06:31)
Artificial Intelligence (AI) and Computer Vision for Road Safety
Learn how Artificial Intelligence (AI) and Computer Vision can help with road safety.
More than 1.35 million people die in road crashes each year. These deaths are avoidable and unnecessary and governments all over the world are resolving to reduce them, through their "Vision-Zero" pro...
Learn how Artificial Intelligence (AI) and Computer Vision can help with road safety.
More than 1.35 million people die in road crashes each year. These deaths are avoidable and unnecessary and governments all over the world are resolving to reduce them, through their "Vision-Zero" programs. We will take a technology deep-dive into this problem to first show how a lack of technological innovations has failed to lower this trend over the past 20 years. Then we will argue how three enabling trends, 1) video-analytics maturity, 2) availability of powerful edge-computing hardware, and 3) proliferation of CCTV cameras, are poised to change the traffic safety landscape for the better, to reduce fatalities and crashes.
We will summarize the challenges in this industry, and show how real-time edge-based deep-learning systems, computer vision, and Artificial Intelligence (AI) can tackle them effectively by retrofitting existing camera infrastructure for road safety.
Table of Contents:
00:00 Traffic Crashes Statistics
06:31 Traffic Enforcement Systems and Technologies
10:02 Video Analytics at the Edge
13:13 Intro to Deep Neural Networks
24:12 Intelligent Traffic Monitoring
27:28 Challenges
37:00 QnA
--
For more captivating community talks featuring renowned speakers, check out this playlist: https://youtube.com/playlist?list=PL8eNk_zTBST-EBv2LDSW9Wx_V4Gy5OPFT
For further tutorials on the fundamentals of machine learning, check out this exclusive playlist: https://youtube.com/playlist?list=PL8eNk_zTBST-RTog7CPYvRfs1pYRWkPHG
--
At Data Science Dojo, we believe data science is for everyone. Our data science trainings have been attended by more than 10,000 employees from over 2,500 companies globally, including many leaders in tech like Microsoft, Google, and Facebook. For more information please visit: https://hubs.la/Q01Z-13k0
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Like us: https://www.facebook.com/datasciencedojo
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Twitter: https://twitter.com/i/communities/1677363761399865344
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Want to share your data science knowledge? Boost your profile and share your knowledge with our community: https://hubs.la/Q01ZZNCn0
#computervision #artificialintelligence #roadsafety
#AI #computer vision #artificial intelligence #road safety #Deep Neural Networks #Intelligent Traffic Monitoring #deep learning #traffic safety #Incident Detection #sensing technology #Traffic Sensing #traffic analytics
Learn how Artificial Intelligence (AI) and Computer Vision can help with road safety.
More than 1.35 million people die in road crashes each year. These deaths are avoidable and unnecessary and governments all over the world are resolving to reduce them, through their "Vision-Zero" pro...
More than 1.35 million people die in road crashes each year. These deaths are avoidable and unnecessary and governments all over the world are resolving to reduce them, through their "Vision-Zero" pro...
Learn how Artificial Intelligence (AI) and Computer Vision can help with road safety.
More than 1.35 million people die in road crashes each year. These deaths are avoidable and unnecessary and governments all over the world are resolving to reduce them, through their "Vision-Zero" programs. We will take a technology deep-dive into this problem to first show how a lack of technological innovations has failed to lower this trend over the past 20 years. Then we will argue how three enabling trends, 1) video-analytics maturity, 2) availability of powerful edge-computing hardware, and 3) proliferation of CCTV cameras, are poised to change the traffic safety landscape for the better, to reduce fatalities and crashes.
We will summarize the challenges in this industry, and show how real-time edge-based deep-learning systems, computer vision, and Artificial Intelligence (AI) can tackle them effectively by retrofitting existing camera infrastructure for road safety.
Table of Contents:
00:00 Traffic Crashes Statistics
06:31 Traffic Enforcement Systems and Technologies
10:02 Video Analytics at the Edge
13:13 Intro to Deep Neural Networks
24:12 Intelligent Traffic Monitoring
27:28 Challenges
37:00 QnA
--
For more captivating community talks featuring renowned speakers, check out this playlist: https://youtube.com/playlist?list=PL8eNk_zTBST-EBv2LDSW9Wx_V4Gy5OPFT
For further tutorials on the fundamentals of machine learning, check out this exclusive playlist: https://youtube.com/playlist?list=PL8eNk_zTBST-RTog7CPYvRfs1pYRWkPHG
--
At Data Science Dojo, we believe data science is for everyone. Our data science trainings have been attended by more than 10,000 employees from over 2,500 companies globally, including many leaders in tech like Microsoft, Google, and Facebook. For more information please visit: https://hubs.la/Q01Z-13k0
💼 Learn to build LLM-powered apps in just 40 hours with our Large Language Models bootcamp: https://hubs.la/Q01ZZGL-0
💼 Get started in the world of data with our top-rated data science bootcamp: https://hubs.la/Q01ZZDpt0
💼 Master Python for data science, analytics, machine learning, and data engineering: https://hubs.la/Q01ZZD-s0
💼 Explore, analyze, and visualize your data with Power BI desktop: https://hubs.la/Q01ZZF8B0
--
Unleash your data science potential for FREE! Dive into our tutorials, events & courses today!
📚 Learn the essentials of data science and analytics with our data science tutorials: https://hubs.la/Q01ZZJJK0
📚 Stay ahead of the curve with the latest data science content, subscribe to our newsletter now: https://hubs.la/Q01ZZBy10
📚 Connect with other data scientists and AI professionals at our community events: https://hubs.la/Q01ZZLd80
📚 Checkout our free data science courses: https://hubs.la/Q01ZZMcm0
📚 Get your daily dose of data science with our trending blogs: https://hubs.la/Q01ZZMWl0
--
📱 Social media links
Connect with us: https://www.linkedin.com/company/data-science-dojo
Follow us: https://twitter.com/DataScienceDojo
Keep up with us: https://www.instagram.com/data_science_dojo/
Like us: https://www.facebook.com/datasciencedojo
Find us: https://www.threads.net/@data_science_dojo
--
Also, join our communities:
LinkedIn: https://www.linkedin.com/groups/13601597/
Twitter: https://twitter.com/i/communities/1677363761399865344
Facebook: https://www.facebook.com/groups/AIandMachineLearningforEveryone/
Vimeo: https://vimeo.com/datasciencedojo
Discord: https://discord.com/invite/tj8ken4Err
_
Want to share your data science knowledge? Boost your profile and share your knowledge with our community: https://hubs.la/Q01ZZNCn0
#computervision #artificialintelligence #roadsafety
#AI #computer vision #artificial intelligence #road safety #Deep Neural Networks #Intelligent Traffic Monitoring #deep learning #traffic safety #Incident Detection #sensing technology #Traffic Sensing #traffic analytics
More than 1.35 million people die in road crashes each year. These deaths are avoidable and unnecessary and governments all over the world are resolving to reduce them, through their "Vision-Zero" programs. We will take a technology deep-dive into this problem to first show how a lack of technological innovations has failed to lower this trend over the past 20 years. Then we will argue how three enabling trends, 1) video-analytics maturity, 2) availability of powerful edge-computing hardware, and 3) proliferation of CCTV cameras, are poised to change the traffic safety landscape for the better, to reduce fatalities and crashes.
We will summarize the challenges in this industry, and show how real-time edge-based deep-learning systems, computer vision, and Artificial Intelligence (AI) can tackle them effectively by retrofitting existing camera infrastructure for road safety.
Table of Contents:
00:00 Traffic Crashes Statistics
06:31 Traffic Enforcement Systems and Technologies
10:02 Video Analytics at the Edge
13:13 Intro to Deep Neural Networks
24:12 Intelligent Traffic Monitoring
27:28 Challenges
37:00 QnA
--
For more captivating community talks featuring renowned speakers, check out this playlist: https://youtube.com/playlist?list=PL8eNk_zTBST-EBv2LDSW9Wx_V4Gy5OPFT
For further tutorials on the fundamentals of machine learning, check out this exclusive playlist: https://youtube.com/playlist?list=PL8eNk_zTBST-RTog7CPYvRfs1pYRWkPHG
--
At Data Science Dojo, we believe data science is for everyone. Our data science trainings have been attended by more than 10,000 employees from over 2,500 companies globally, including many leaders in tech like Microsoft, Google, and Facebook. For more information please visit: https://hubs.la/Q01Z-13k0
💼 Learn to build LLM-powered apps in just 40 hours with our Large Language Models bootcamp: https://hubs.la/Q01ZZGL-0
💼 Get started in the world of data with our top-rated data science bootcamp: https://hubs.la/Q01ZZDpt0
💼 Master Python for data science, analytics, machine learning, and data engineering: https://hubs.la/Q01ZZD-s0
💼 Explore, analyze, and visualize your data with Power BI desktop: https://hubs.la/Q01ZZF8B0
--
Unleash your data science potential for FREE! Dive into our tutorials, events & courses today!
📚 Learn the essentials of data science and analytics with our data science tutorials: https://hubs.la/Q01ZZJJK0
📚 Stay ahead of the curve with the latest data science content, subscribe to our newsletter now: https://hubs.la/Q01ZZBy10
📚 Connect with other data scientists and AI professionals at our community events: https://hubs.la/Q01ZZLd80
📚 Checkout our free data science courses: https://hubs.la/Q01ZZMcm0
📚 Get your daily dose of data science with our trending blogs: https://hubs.la/Q01ZZMWl0
--
📱 Social media links
Connect with us: https://www.linkedin.com/company/data-science-dojo
Follow us: https://twitter.com/DataScienceDojo
Keep up with us: https://www.instagram.com/data_science_dojo/
Like us: https://www.facebook.com/datasciencedojo
Find us: https://www.threads.net/@data_science_dojo
--
Also, join our communities:
LinkedIn: https://www.linkedin.com/groups/13601597/
Twitter: https://twitter.com/i/communities/1677363761399865344
Facebook: https://www.facebook.com/groups/AIandMachineLearningforEveryone/
Vimeo: https://vimeo.com/datasciencedojo
Discord: https://discord.com/invite/tj8ken4Err
_
Want to share your data science knowledge? Boost your profile and share your knowledge with our community: https://hubs.la/Q01ZZNCn0
#computervision #artificialintelligence #roadsafety
#AI #computer vision #artificial intelligence #road safety #Deep Neural Networks #Intelligent Traffic Monitoring #deep learning #traffic safety #Incident Detection #sensing technology #Traffic Sensing #traffic analytics
Data Science Dojo
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Timetable
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動画数:542件
Introduction
Responsible Product Design with Generative AI
2024年03月28日
00:00:00 - 00:01:52
Market Trends
Responsible Product Design with Generative AI
2024年03月28日
00:01:52 - 00:04:45
Generative AI 101
Responsible Product Design with Generative AI
2024年03月28日
00:04:45 - 00:09:37
Challenges & Limitations
Responsible Product Design with Generative AI
2024年03月28日
00:09:37 - 00:13:05
Generative AI Product Framework
Responsible Product Design with Generative AI
2024年03月28日
00:13:05 - 00:51:48