BDTI Archives

“TensorFlow Lite for Microcontrollers (TFLM): Recent Developments,” a Presentation from BDTI and Google

Algorithms, BDTI, Processors, Software, Summit 2022, Tools, Videos / June 28, 2022 January 1, 2023

David Davis, Senior Embedded Software Engineer, and John Withers, Automation and Systems Engineer, both of BDTI, present the “TensorFlow Lite for Microcontrollers (TFLM): Recent Developments” tutorial at the May 2022 Embedded Vision Summit. TensorFlow Lite Micro (TFLM) is a generic inference framework designed to run TensorFlow models on digital signal processors (DSPs), microcontrollers and other …

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“Tools and Strategies for Quickly Building Effective Image Datasets,” a Presentation from BDTI

Algorithms, BDTI, Software, Summit 2021, Tools, Videos / August 25, 2021 March 1, 2022

Evan Juras, Computer Vision Engineer at BDTI, presents the “Tools and Strategies for Quickly Building Effective Image Datasets,” tutorial at the May 2021 Embedded Vision Summit. A common pain point when using machine learning for computer vision is the need to manually curate and label large quantities of training images. Depending on the application, thousands …

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“A Mask Detection Smart Camera Using the NVIDIA Jetson Nano: System Architecture and Developer Experience,” a Presentation from BDTI and Tryolabs

Algorithms, BDTI, Face Detection, Industrial Vision (Computer Vision), Jabil, NVIDIA, Object Identification, Processors, Security, Sensors, Software, Summit 2021, Tools, Tryolabs, Videos / July 28, 2021 February 1, 2022

Evan Juras, Computer Vision Engineer at BDTI, and Braulio Ríos, Machine Learning Engineer at Tryolabs, co-present the “A Mask Detection Smart Camera Using the NVIDIA Jetson Nano: System Architecture and Developer Experience” tutorial at the May 2021 Embedded Vision Summit. MaskCam is a prototype reference design for a smart camera that counts the number of …

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BDTI, Jabil, NVIDIA and Tryolabs Demonstration of AI-based Face Mask Detection and Analytics

BDTI, Jabil, Medical, NVIDIA, Object Identification, Tryolabs, Videos / March 17, 2021 November 30, 2021

BDTI and its partners, Tryolabs S.A. and Jabil Optics, are delighted to announce MaskCam: an open-source smart camera prototype reference design based on the NVIDIA Jetson Nano capable of estimating the number and percentage of people wearing face masks in its field of view. MaskCam was developed as part of an independent, hands-on evaluation of …

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“Key Trends and Challenges in Practical Visual AI and Computer Vision,” a Presentation from the Edge AI and Vision Alliance

Algorithms, BDTI, Edge AI and Vision Alliance, Processors, Sensors, Software, Summit 2020, Tools, Videos / December 28, 2020 July 1, 2021

Jeff Bier, Founder of the Edge AI and Vision Alliance and President of BDTI, presents the “Key Trends and Challenges in Practical Visual AI and Computer Vision” tutorial at the September 2020 Embedded Vision Summit. With visual AI and computer vision technologies advancing faster than ever, it can be difficult to see the big picture. …

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BDTI Demonstration of Computer Vision Algorithm Evaluation and Selection

BDTI, Summit 2019, Videos / November 27, 2019 February 13, 2020

Jeremy Giddings, director of business development at BDTI, demonstrates the company’s latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Giddings shows the detailed approach BDTI takes in evaluating and selection computer vision algorithms for its clients. One of BDTI’s clients, a major consumer products manufacturer, needed a background subtraction algorithm …

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Deep Learning Economies of Scale: How Real-World Computer Vision is Changing

BDTI, Blog Posts / October 23, 2019 February 6, 2020

This article was originally published by BDTI. It is reprinted here with the permission of BDTI. When we launched the Embedded Vision Alliance in 2011, we did so out of the conviction that computer vision was ready to become a ubiquitous technology that would be used to solve numerous important, real-world problems. And, indeed, it’s …

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BDTI Demonstration of a Neural Network on a Low-Power Embedded Processor

BDTI, Summit 2018, Videos / October 10, 2018 February 13, 2020

Jeremy Giddings, director of business development at BDTI, delivers a product demonstration at the May 2018 Embedded Vision Summit. This demo shows an extremely lightweight implementation of a neural network trained for people detection. Starting with the open-source YOLO (You Only Look Once) network, BDTI pruned layers and performed 8-bit quantization, creating an optimized implementation …

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BDTI Demonstration of Algorithm Restructuring and Optimization for Real-Time Performance

BDTI, Summit 2018, Videos / October 10, 2018 February 13, 2020

Jeremy Giddings, director of business development at BDTI, delivers a product demonstration at the May 2018 Embedded Vision Summit. This demo shows the real-time performance of Google’s 3D sensing algorithms on the Lenovo Phab 2 Pro smartphone. The Phab 2 Pro, the first commercial product with Google’s 3D sensing technology, is the result of BDTI’s …

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BDTI Demonstration of Object Detection and Measurement Using a Stereo Camera

BDTI, Summit 2018, Videos / October 10, 2018 February 13, 2020

Jeremy Giddings, director of business development at BDTI, delivers a product demonstration at the May 2018 Embedded Vision Summit. This demo showcases BDTI’s expertise in design and development of vision-based applications. BDTI engineers implemented a version of the MobileNet-SSD neural network for detecting people within the video stream, then used the Intel RealSense SDK to …

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BDTI

“TensorFlow Lite for Microcontrollers (TFLM): Recent Developments,” a Presentation from BDTI and Google

“Tools and Strategies for Quickly Building Effective Image Datasets,” a Presentation from BDTI

“A Mask Detection Smart Camera Using the NVIDIA Jetson Nano: System Architecture and Developer Experience,” a Presentation from BDTI and Tryolabs

BDTI, Jabil, NVIDIA and Tryolabs Demonstration of AI-based Face Mask Detection and Analytics

“Key Trends and Challenges in Practical Visual AI and Computer Vision,” a Presentation from the Edge AI and Vision Alliance

BDTI Demonstration of Computer Vision Algorithm Evaluation and Selection

Deep Learning Economies of Scale: How Real-World Computer Vision is Changing

BDTI Demonstration of a Neural Network on a Low-Power Embedded Processor

BDTI Demonstration of Algorithm Restructuring and Optimization for Real-Time Performance

BDTI Demonstration of Object Detection and Measurement Using a Stereo Camera

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