How does YOLO work?
When it comes to object detection in video analytics, there is a lot of talk about the YOLO algorithm. But what is it really? And is it really the answer to the object detection problem? In this episo
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Youtube - Video Analytics 101 with Florian Matusek
This Stream includes all Videos from our Video Analytics 101 with Florian Matusek Youtube playlist
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Where to run video analytics workloads?
Depending on the application and customer requirements, video analytics should be run at different places in a network. In this video we look into how to deploy on the edge, on a server and the cloud
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What is redaction and privacy protection in video surveillance?
Data protection regulation is globally on the rise and there is a growing consciousness around the necessity to protect private information. The process of removing private information from data files
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A reality check on traffic management
There are many solutions in the market for traffic management, but what is actually possible and what is not? What kind of information it is possible to get out of your traffic management solution? Jo
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What is the difference between Artificial Intelligence, Computer Vision, ML and DL?
When it comes to video analytics, we hear a lot of different terms being used interchangeably: Artificial Intelligence (AI), Computer Vision (CV), Machine Learning (ML) and Deep Learning (DL). In this
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How license plate recognition is evolving in the security industry
In this episode of Video Analytics 101 Florian Matusek talks with Paule Brodeur, Manager of the Computer Team of Genetec’s AutoVu line of products, about how license plate recognition works technicall
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How does deep learning, machine learning and AI in video surveillance work?
There is a lot of talk about artificial intelligence, machine learning and deep learning. But how does it actually work under the hood? In this episode, we explain how to train a deep learning network
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What is bias in deep learning, machine learning and AI?
Training a deep learning model requires a lot of data, and the resulting model is only as good as the underlying dataset. If there is bias in the dataset, the model will be just as biased. While unavo
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What is automated lip reading technology and how does it work?
The UK-based start-up Liopa is working on a unique technology to automatically read lips in video, with potential applications in the security industry. But how ready is it for prime-time? In this epi
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How does facial recognition work?
Face recognition is a topic of high interest and controversy. On one hand, we use it every day to unlock our phone or at passport control at the airport. On the other hand, we hear of instances where
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How to detect weapons with video analytics?
In this episode of Video Analytics 101, Florian Matusek is talking with Asaf Birenzvieg, CEO and co-founder of viisights, to discuss how weapons detection using video analytics works, how behavior rec
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Shining a light on dark AI silicon
In this episode of Video Analytics 101, Florian Matusek is talking with Nick Ni, Sr. Director for Data Center AI and Compute Markets at AMD to discuss the issue of Dark AI Silicon, and how GPUs for vi
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How to calculate accuracy
The number one question customers like to ask video analytics vendors is: how accurate is it? And then again, nothing is more complicated to calculate. In this video, we will introduce the F1 score, a
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Video Surveillance & IoT: How cameras are becoming sensors
Video surveillance cameras are typically being used for security purposes. Increasingly, however, automation and security begin to merge and protocols such as MQTT provide a standard way for cameras t
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Top 3 Video Analytics Myths DEBUNKED. The Truth Behind Artificial Intelligence.
Nowadays, it feels like everyone is an expert in artificial intelligence and video analytics. But there are a lot of terms floating around that actually do not mean anything and should not be found in
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Detecting smoke & fire with video analytics
Smoke & fire detection has been around for some time. For some vendors it remains just a tradeshow feature but some specialize in this topic, such as Bosch Security & Safety Systems. In this episode o
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How to detect violence with video analytics
Video analytics has been used for a wide range of security applications. But one application that is difficult to realize and hence hasn’t seen a lot of attention is violence detection. In this sessio
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How does crowd estimation work?
Counting persons in video surveillance is becoming more and more popular for a variety of business intelligence and safety applications. But up until now, it was only possible to count up to 30 or 40
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The biggest problem in deep learning. How to select the right datasets.
Virtually any AI used in the security industry today relies on datasets. However, there are two big issues around datasets that everyone is struggling with. And the second one, licensing, is being ign
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The age of AI chips in surveillance cameras
2021 marked the release of a multitude of AI cameras: video surveillance cameras with a dedicated deep learning chipset that makes advanced AI functionality at the edge possible. But what are the chal
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