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Intelligence At Scale Through AI Model Efficiency

Algorithms, Blog Posts, Qualcomm /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm AI Research’s latest research and techniques for power and compute efficient AI, including Neural Architecture Search (NAS) AI, specifically deep learning, is revolutionizing industries, products, and core capabilities by delivering dramatically enhanced experiences. However, the deep […]

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Face Tracking in Python using Xailient Face Detector and Dlib

Algorithms, Blog Posts, Face Detection, Software, Tools, Xailient /

This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. Face tracking is detecting a set of faces in frame 1 of a video, establishing a correspondence between the frames, and maintaining a unique ID for each of the faces throughout the video. It is being used

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Why Do Image Sensors Not Come with Integrated Image Signal Processors?

Blog Posts, e-con Systems, Processors, Sensors /

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. An ISP is a key component in an embedded camera system since a sensor provides the output only in the RAW format. An ISP (Image Signal Processor) is a dedicated processor that converts this RAW

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Onward to L2+

Ambarella, Automotive, Blog Posts, Processors /

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. The road to vehicular autonomy will take a detour between Levels 2 and 3. Hands-on, actively supervised self-driving features, including automated steering, acceleration, and braking, have seen a surge in popularity in recent years. Pioneered by Tesla’s

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Validating NVIDIA DRIVE Sim Camera Models

Algorithms, Automotive, Blog Posts, NVIDIA, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Autonomous vehicles require large-scale development and testing in a wide range of scenarios before they can be deployed. Simulation can address these challenges by delivering scalable, repeatable environments for autonomous vehicles to encounter the rare and dangerous

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The Criticality of Ethical AI

Algorithms, Blog Posts, Lattice Semiconductor /

This blog post was originally published at Lattice Semiconductor’s website. It is reprinted here with the permission of Lattice Semiconductor. One of the most exciting topics in the tech world is Artificial Intelligence, or AI. From its science-fiction like promise of intelligent machines to its more practical implementations as additional smarts in connected devices, AI

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Ready for Air: Welcome to a New Dawn for Aerial Autonomy

Aerospace and Defense, Algorithms, Blog Posts, Object Identification, Object Tracking, Opteran Technologies, Processors, Robotics, Sensors, Software, Videos /

This blog post was originally published at Opteran Technologies’ website. It is reprinted here with the permission of Opteran Technologies. Opteran enables robust, fast, GPS free, verifiable autonomy for aerial systems, at previously unimaginable size, weight (~30g), power (~3W) and hardware costs using consumer 2D cameras Today we’re happy to share a first glance at our

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How to Represent Information: On Bayesian Bits, Qubits, and Hintons

Algorithms, Blog Posts, Qualcomm /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Before I joined Qualcomm Technologies Netherlands, computation was always a black box for me. I’d design an algorithm, code it up in some high-level programming language, run it, and it would simply work. Since then, I have

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Liquid Lens Autofocus vs Voice Coil Motor (VCM) Autofocus

Blog Posts, e-con Systems, Industrial Vision (Computer Vision), Sensors /

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Autofocus is one of the key features required for many embedded vision applications. An autofocus camera module is typically used when the distance to the target object keeps varying during image capture. This requires the

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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