Blog Posts

Urban Pothole Detection – Use Case

This blog post was originally published at Au-Zone Technologies’ website. It is reprinted here with the permission of Au-Zone Technologies. Cost of Potholes in the Urban Environment A country such as Canada, where the temperature fluctuates on a regular basic, increases the odds of potholes on highway/motorways. Increased number of potholes not only lead to […]

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What is Signal-to-Noise Ratio (SNR), and Why is It Important in Embedded Cameras?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Signal-to-Noise Ratio (SNR) measures the strength of the desired signal relative to the background noise. Demystify how SNR is calculated and develop an understanding of the practical steps to improve SNR. Signal-to-Noise Ratio (SNR) probably

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World’s Fastest Inference Engine Now Supports LSTM-based Recurrent Neural Networks

This blog post was originally published at Plumerai’s website. It is reprinted here with the permission of Plumerai. At Plumerai we enable our customers to perform increasingly complex AI tasks on tiny embedded hardware. We recently observed that more and more of such tasks are using recurrent neural networks (RNNs), in particular RNNs using the

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10 Reasons to Use a LiDAR Software Pre-processor

This blog post was originally published by Outsight. It is reprinted here with the permission of Outsight. A 3D LiDAR Pre-processor turns RAW data into actionable information Running in real-time, LiDAR pre-processing software takes raw 3D data as an input and instantly converts it to accessible, actionable insight. Take a look at our previous post

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Ambarella, Autobrains and Seeing Machines Offer Combined Front ADAS and Driver Monitoring Solution in Single Box, Using Single System-on-Chip

Solution Combines Advanced Driver Assistance Systems With Driver and Occupant Monitoring, Providing Automotive Manufacturers Fast Path for Regulatory Compliance With High Performance and Minimal Power, Space and Bill of Materials Three global AI leaders announce strategic collaboration to lower cost, complexity and speed of adding advanced safety systems to broad range of vehicles Integrated driver

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Parallel Processing Using Python for Faster Video Processing

This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. How can we speed up video processing? Parallel processing is the answer! If you want to process a number of video files, it might take from minutes to hours, depending on the size of the video, frame

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Meeting the Challenges of Edge AI

This blog post was originally published at CEVA’s website. It is reprinted here with the permission of CEVA. AI is becoming an increasingly popular technology, finding uses in more and more applications in sectors such as automotive, vision processing, and telecoms. AI is enabling new capabilities and replacing many conventional algorithms, for example to provide

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MLPerf Tiny 1.0 Confirms: Plumerai’s Inference Engine is Again the World’s Fastest

This blog post was originally published at Plumerai’s website. It is reprinted here with the permission of Plumerai. Earlier this year in April we presented our MLPerf Tiny 0.7 benchmark scores, showing that our inference engine runs your AI models faster than any other tool. Today, MLPerf released the Tiny 1.0 scores and Plumerai has

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What is an IR-cut Filter, and Why Do Embedded Vision Applications Need It?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. An IR-cut filter is a mechanical shutter that blocks or delivers light in the IR spectrum to enable true color reproduction. Learn how an IR-cut filter works and why your embedded vision application might need

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Leading Research Delivers AI Firsts

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm AI Research establishes firsts in AI across research and proof-of-concept. At Qualcomm, we have a culture of innovation. We take pride in researching and developing fundamental technologies that will change the world. It’s also in our

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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