Tim Hartley, Vice President of Product and Marketing at SeeChange Technologies (an Arm company), presents the “Automated Neural Network Model Training: The Impact on Deploying and Scaling ML at the Edge” tutorial at the May 2021 Embedded Vision Summit. Neural networks are being used to solve an ever-increasing number of use cases, elevating the importance […]
This blog post was originally published at ClearML’s website. It is reprinted here with the permission of ClearML. Audio classification with torchaudio and ClearML Audio signals are all around us. As such, there is an increasing interest in audio classification for various scenarios, from fire alarm detection for hearing impaired people, through engine sound analysis
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Partha Maji, Principal Research Scientist at Arm’s Machine Learning Research Lab, presents the “Robust Object Detection Under Dataset Shifts” tutorial at the May 2021 Embedded Vision Summit. In image classification tasks, the evaluation of models’ robustness to increased dataset shifts with a probabilistic framework is very well studied. However, object detection (OD) tasks pose other
“Robust Object Detection Under Dataset Shifts,” a Presentation from Arm Read More +
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Fueled by data, ML models are the mathematical engines of AI, expressions of algorithms that find patterns and make predictions faster than a human can. When you shop for a car, the first question is what model
What Is a Machine Learning Model? Read More +
Henry Sang, Director of Business Development at LAON PEOPLE, presents the “Using LAON PEOPLE’s AI Machine Vision Tools to Develop Manufacturing Inspection Solutions” tutorial at the May 2021 Embedded Vision Summit. Detecting defects in parts and products is a common need in manufacturing. Sang shows how to use LAON PEOPLE’s AI machine vision tools to
Sakyasingha Dasgupta, the founder and CEO of EdgeCortix, presents the “Dynamic Neural Accelerator and MERA Compiler for Low-latency and Energy-efficient Inference at the Edge” tutorial at the May 2021 Embedded Vision Summit. Achieving high performance and power efficiency for machine learning inference at the edge requires maintaining high chip utilization, even with a batch size
This introductory video describes how you can accelerate AI workloads for computer vision, audio, speech, language, and recommendation systems using the Intel Distribution of OpenVINO toolkit. Watch this video to learn more about the self-paced video training series offered by Intel to help you advance your deep learning skills. The training series will take you
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm Flight is now ready to transform industries with premium computing, camera, computer vision, and connectivity features. Qualcomm Technologies is a leader in inventing breakthroughs that power robotics and drone platforms. We help people connect and communicate
Qualcomm Flight RB5 5G Platform — The World’s First 5G- and AI-enabled Drone Platform Read More +
Eugene Mezhibovsky, Senior Systems Architect at Coherent Logix, presents the “Using hxGraph and OpenCV to Implement Industrial Inspection Applications on the HyperX Processor” tutorial at the May 2021 Embedded Vision Summit. hxGraph is a high-level tool that enables users to develop computer vision applications using the OpenCV APIs and then target the application to run
Sheffield, 11 August 2021, Mindtech Global announces the latest update to their end-to-end platform for the creation and curation of synthetic images for training AI vision systems. This release brings an enhanced platform user experience, simplifying the creation of complex scenarios, with comprehensive new data discovery, bias and diversity management tools. New automated real-world behavioral
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