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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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Further Pascal VOC 2012 Exploration and Plans for the Future

This blog post was originally published at Hasty’s website. It is reprinted here with the permission of Hasty. The previous post featuring our results on the PASCAL VOC 2012 cleansing project was successful. We attracted your attention and got you talking about the Data-centric AI development approach on Reddit and the Slack communities. There was …

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The Guide to AI and Machine Learning in Retail: Applications and Use Cases

This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. Artificial intelligence (AI) and machine learning (ML) significantly impact the retail world, particularly for companies that rely on online sales, where using some kind of AI technology is very common nowadays. Big players like eBay, Amazon or …

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ST Joins MLCommons: Why One Benchmark Can Help Teams Adopt Machine Learning At the Edge

This blog post was originally published at STMicroelectronics’ website. It is reprinted here with the permission of STMicroelectronics. Today, ST is officially becoming a member of MLCommons™, the consortium responsible for benchmarks quantifying machine learning performance in mobile platforms, data centers, and embedded systems, among others. The initiative enables engineers and decision-makers to grasp where …

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Sensors, Sensors Everywhere. Now What Do I Do?

This blog post was originally published at CEVA’s website. It is reprinted here with the permission of CEVA. Mobile computing has driven an explosion in product opportunities – smartphones, wearables, hearables, sports cameras, and more. Sensing will further extend opportunities in applications which must be environment-aware. Now it’s commonplace to think about object recognition and …

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What’s a 3D LiDAR Preprocessor?

This blog post was originally published by Outsight. It is reprinted here with the permission of Outsight. If LiDAR is such an attractive technology, why aren’t we seeing it used more often? From smart cities to autonomous machines, companies in both the public and private sectors are increasingly looking to leverage the benefits of 3D …

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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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