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Bench Talk for Design Engineers

Bench Talk

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Bench Talk for Design Engineers | The Official Blog of Mouser Electronics


New Tech Tuesdays: Embracing the Edge: Computing Where It Counts
En junio 11, 2024 en All, Automation, Dev Tools, General, Industrial, IoT, New Tech Tuesdays, Sensors por Rudy Ramos
Rudy Ramos
Embedded devices powered by system-on-chips (SoCs) provide a compact yet powerful computing solution. Learn how embedded devices and SoCs are revolutionizing data processing and real-time analytics.
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Tagged With: ai, artificial intelligence, data analytics, edge computing, edge impulse, embedded devices, iiot, industrial automation, iot, machine learning, medical devices, ml, pytorch, real-time processing, sensors, smart cities, soc, som, system-on-chip, tensorflow, wearables
Edge Impulse Fundamentals Part Eight
En enero 15, 2024 en All, Computing, Dev Tools, General, Open Source por Mike Parks
Mike Parks
Edge Impulse offers features that make model versioning and deployment not just feasible but also efficient. Part 8 of the Edge Impulse Fundamentals series delves into how these functionalities are managed and why they are crucial for developers and organizations.
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Tagged With: deployment, edge computing, edge impulse, effective model versioning, model deployment, model versioning, ota deployment
Edge Impulse Fundamentals Part Seven
En octubre 31, 2023 en All, Computing, Dev Tools, General, Open Source por Mike Parks
Mike Parks
Part 7 of the Edge Impulse Fundamentals series explores how the Live Classification tool validates the machine learning model in the browser with data captured directly from any device or supported development board without the need to deploy the model with every iteration.
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Tagged With: edge computing, edge impulse, embedded machine learning, embedded ml, live classification, live classification tool
Edge Impulse Fundamentals Part Six
En septiembre 29, 2023 en All, Computing, Dev Tools, General, Open Source por Mike Parks
Mike Parks
Part 6 of the Edge Impulse Fundamentals series finishes exploring the tools Edge Impulse provides to analyze ML model performance and investigates ways to mitigate the effects of overfitting and underfitting.
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Tagged With: edge impulse, machine learning, ml models, overfitting, underfitting
Edge Impulse Fundamentals Part Five
En agosto 30, 2023 en All, Computing, Dev Tools, General, Open Source por Mike Parks
Mike Parks
Part 5 of the Edge Impulse Fundamentals series looks at the processes and tools Edge Impulse provides to analyze ML model performance.
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Tagged With: bias-variance trade-off, confusion matrix, edge device, edge impulse, edge impulse studio, f1 score, machine learning model, neural network, overfitting, underfitting
Edge Impulse Fundamentals Part Four
En julio 25, 2023 en All, Computing, Dev Tools, General, Open Source por Mike Parks
Mike Parks
Part 4 of the Edge Impulse Fundamentals series looks at the learning and output blocks that create the impulse workflow.
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Tagged With: decision trees, edge device, edge impulse, edge impulse studio, learning blocks, machine learning model, neural network, processing blocks, real-time edge inferencing, vector machines
Edge Impulse Fundamentals Part Three
En junio 16, 2023 en All, Computing, Dev Tools, General, Open Source por Mike Parks
Mike Parks
Part 3 of the Edge Impulse Fundamentals series focuses on the pre-processing pipeline in impulse design, which includes a series of processing blocks that transform the raw input data into a format the machine-learning model can use.
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Tagged With: edge impulse, edge impulse studio workflow, impulse design, machine learning models, processing blocks
Edge Impulse Fundamentals Part Two
En mayo 31, 2023 en All, Computing, Dev Tools, General, Open Source por Mike Parks
Mike Parks
Part 2 of the Edge Impulse Fundamentals series takes a practical look at the overall Edge Impulse workflow: from data collection and training to firmware deployment on targeted edge devices. To help with this understanding, we outline a real-world example.
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Tagged With: edge device, edge impulse, edge impulse studio, neural network
Edge Impulse Fundamentals Part One
En abril 28, 2023 en All, Computing, Dev Tools, General, Open Source por Mike Parks
Mike Parks
Edge Impulse significantly reduces the workflow complexity of adding machine learning (ML) technology to products. Part one of the Edge Impulse Fundamentals series focuses on capturing the data that drives machine learning models.
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Tagged With: data processing, edge impulse, inferencing, machine learning, ml, tinyml
Edge Impulse Use Case: Healthcare and Cancer Detection
En enero 27, 2023 en All, Computing, General, Medical por Norik Badalyan
Norik Badalyan
Healthcare, and cancer detection, in particular, is a field that stands to benefit greatly from the proliferation of machine learning. Still, to fully realize this potential, we need to take healthcare machine learning from the cloud to the edge. Ultimately, this technology can help save lives.
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Tagged With: edge ai, edge impulse, embedded computing, health tech, healthcare, image classification, machine learning, microcontroller, model training

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