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Bigger is not Always Better: Exploiting Parallelism in Neural Network Hardware

This blog post was originally published at AImotive’s website. It is reprinted here with the permission of AImotive. When considering hardware platforms for executing high performance NNs (Neural Networks), automotive system designers frequently determine the total compute power by simply adding up each NN’s requirements. However, the approach usually leads to demands for a single …

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Use Case: Air Conditioner Piston Check

This blog post was originally published at PerceptiLabs’ website. It is reprinted here with the permission of PerceptiLabs. With the growing use of computer vision in Industrial IoT (IIoT) and Industry 4.0 to analyze and detect defects, we were inspired to build an image recognition model that can classify images of AC pistons. Materials used …

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Face Detection with 7 Lines of Code in Python

This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. Only a few years ago, if someone asked me to work on a project that required detecting a person’s face using the camera, to be honest, I would have shut down my laptop and run as far …

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AIMET Model Zoo: Highly Accurate Quantized AI Models are Now Available

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. 8-bit integer models using the AI Model Efficiency Toolkit Making neural network models smaller is crucial for the widespread deployment of AI. Qualcomm AI Research has been developing state-of-the-art quantization techniques that enable power-efficient fixed-point inference while preserving …

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What is High Dynamic Range (HDR)? How Do HDR Cameras Work?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. While resolution, sensitivity, and frame rate had been the definitive benchmarks for selecting a suitable industrial camera in the past, high dynamic range has become increasingly inevitable for applications involving challenging & varying light conditions. …

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NVIDIA Brings Low-Code Development to Vision AI with DeepStream 6.0

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. DeepStream SDK 6.0 is now available for download. A powerful AI streaming analytics toolkit, DeepStream helps developers build high-performance, low-latency, complex, video analytics applications, and services. Graph Composer This release introduces Graph Composer, a new low-code programming …

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Lattice Highlights Flexible AI/ML Development and Launches sensAI 4.0

This blog post was originally published at Lattice Semiconductor’s website. It is reprinted here with the permission of Lattice Semiconductor. As you are no doubt aware, Embedded Vision Summit has been the premier conference and expo devoted to practical, deployable computer vision and visual artificial intelligence (AI) and machine learning (ML). Not surprisingly, Lattice is …

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Five Things You Can Do with Jupyter and ClearML

This blog post was originally published at ClearML’s website. It is reprinted here with the permission of ClearML. Get more out of your AI / MLIDE The positive effects of Artificial Intelligence (AI) in our everyday life are no longer disputable with our ever-increasing reliance on its applications. In the early days of the internet, …

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How Can AI Help the Developing World?

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. According to World Bank, there are roughly 750 million people in extreme poverty, those who barely survive on $1.90 USD a day or less. While this fact is staggering, and even shameful given the abundance of developed …

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