SuperGradients is an “all-in-one” deep learning training library for computer vision models. SuperGradients enables developers to train PyTorch-based models for the most common computer vision tasks, including object detection, image classification and semantic segmentation with just one training script. In addition, users can easily load and fine-tune pre-trained state-of-the-art models (YOLOv5, DDRNet, EfficientNet, RegNet, ResNet, […]
Machine Learning
Machine learning platform supports long short-term memory quantization
Imagimob announced that its tinyML platform Imagimob AI supports quantization of so-called Long Short-Term Memory (LSTM) layers and a number of other Tensorflow layers. LSTM layers are well-suited to classify, process, and make predictions based on time series data, and are therefore of great value when building tinyML applications. The Imagimob AI software with quantization […]
Artificial intelligence and machine learning for power electronics
Artificial intelligence (AI) and machine learning (ML) in power electronics build on the existing foundation of digital power and represent the next step in the evolution of power converter design, control, and optimization. Just as digital power enables more complex control algorithms than analog control techniques, AI and ML will allow even more complex and […]
Add-on supports Microsoft Azure machine learning
Seeq Corporation announced additional integration support for Microsoft Azure Machine Learning. This new Seeq Azure Add-on announced at Microsoft Ignite 2021, an annual conference for developers and IT professionals hosted by Microsoft, enables process manufacturing organizations to deploy machine learning models from Azure Machine Learning as Add-ons in Seeq Workbench. The result is machine learning […]
Platform targets edge sensing applications such as industrial process control and monitoring
SensiML Corporation announced that it has teamed with onsemi to deliver a complete machine learning solution for autonomous sensor data processing and predictive modeling. The collaboration combines SensiML’s Analytics Toolkit development software with the RSL10 Sensor Development Kit from onsemi to create a platform ideal for edge sensing applications such as industrial process control and […]
tinyML-based machine learning platform helps build AI models in minutes
Imagimob announced that the new release of its tinyML platform is now available to its customers. The new release focuses on making it easier and faster for developers to build and deploy performance-ready tinyML applications on edge devices. New features include: Starter projects save time for developers. They increase the quality of the AI application […]
GPU server module designed for tactical battlefield AI, machine learning apps
Curtiss-Wright’s Defense Solutions, announced that its PacStar business has introduced its highest performance PacStar 400-Series small communications module. The new PacStar 454 NVIDIA GPU Enhanced Server Module is designed for demanding graphics, video and artificial intelligence (AI) and machine learning (ML) applications at the edge of the tactical battlefield. Measuring only 5.3” x 7.1” x 5.5” […]
Cellular IoT and AI-enabled processors and MCUS incorporate power-saving technology
Alif Semiconductor announced the launch of its Ensemble™ and Crescendo™ product families. Built to power the exponential expansion of next-generation, always-connected IoT products, the Ensemble and Crescendo families fill the market need for scalable, genuinely power-efficient devices that integrate AI/ML acceleration, multi-layered security, LTE Cat-M1, and NB-IoT connectivity, GNSS positioning, and plenty of integrated memory […]
MCU/neural net combo recognizes human faces
Maxim Integrated Products, Inc. and Xailient Inc. announced that Maxim Integrated’s MAX78000 ultra-low-power neural-network microcontroller detects and localizes faces in video and images using Xailient’s proprietary Detectum neural network. Xailient’s neural network draws 250x lower power (at just 280 microJoules) than conventional embedded solutions, and at 12 milliseconds (ms) per inference, the network performs in […]
Cloud-based platform speeds development of far-edge cloud compute, data analytics, AI/ML software
Wind River has introduced its latest release of Wind River Studio. Unique to the industry, Wind River Studio is a cloud-native platform for the development, deployment, operations, and servicing of mission-critical intelligent systems from devices to the cloud. It enables dramatic improvements in productivity, agility, and time-to-market, with seamless technology integration that includes far edge cloud computing, […]