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Figure5

Combining an ISP and Vision Processor to Implement Computer Vision

An ISP (image signal processor) in combination with one or several vision processors can collaboratively deliver more robust computer vision processing capabilities than vision processing is capable of providing standalone. However, an ISP operating in a computer vision-optimized configuration may differ from one functioning under the historical assumption that its outputs would be intended for …

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Figure6

Multi-sensor Fusion for Robust Device Autonomy

While visible light image sensors may be the baseline “one sensor to rule them all” included in all autonomous system designs, they’re not necessarily a sole panacea. By combining them with other sensor technologies: “Situational awareness” sensors; standard and high-resolution radar, LiDAR, infrared and UV, ultrasound and sonar, etc., and “Positional awareness” sensors such as …

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Synopsys Demonstration of Inuitive’s NU4000 Artificial Intelligence SoC Based On the DesignWare EV6x

Inuitive delivers a product demonstration at Synopsys' suite at the 2019 CES (Consumer Electronics Show). Specifically, the company demonstrates its  NU4000 SoC for 3D imaging and vision, which uses Synopsys’ DesignWare EV6x Embedded Vision Processor IP with a CNN Engine. The EV6x can execute on-chip deep learning tasks for artificial intelligence and vision such as …

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PathPartner Technology and Synopsys Demonstration of Facial Recognition and Verification

Gordon Cooper, product marketing manager at Synopsys, and Praveen G.B., technical lead for DSP at PathPartner Technology, deliver a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Cooper and Praveen demonstrate PathPartner’s facial recognition/verification model, which accounts for changes in illumination, clothes, occlusion, and expression variations. The model can be run on the …

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Inuitive and Synopsys Demonstration of AI Applications with NU4000 SoC

Gordon Cooper, product marketing manager at Synopsys, and Michael Degtyar, field application engineer at Inuitive, deliver a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Cooper and Degtyar demonstrate how Inuitive is using Synopsys¹ EV6x Embedded Vision Processor with CNN Engine in Inuitive’s NU4000 multi-core SoC that supports artificial intelligence, 3D imaging, and …

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Synopsys Demonstration of Deep Learning Inference and Sparse Optical Flow

Gordon Cooper, product marketing manager at Synopsys, delivers a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Cooper demonstrates combining deep learning with traditional computer vision by using the DesignWare EV6x Embedded Vision Processor¹s vector DSP and CNN engine. The tightly integrated CNN engine executes deep learning inference (using TinyYOLO, but any graph …

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Synopsys Demonstration of Android Neural Network Acceleration with EV6x

Gordon Cooper, product marketing manager, and Mischa Jonker, software engineer, both of Synopsys, deliver a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Cooper and Jonker demonstrate how the DesignWare EV6x Embedded Vision Processor with deep learning can offload application processor tasks to increase performance and reduce power consumption, using an Android Neural …

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Computer Vision for Augmented Reality in Embedded Designs

Augmented reality (AR) and related technologies and products are becoming increasingly popular and prevalent, led by their adoption in smartphones, tablets and other mobile computing and communications devices. While developers of more deeply embedded platforms are also motivated to incorporate AR capabilities in their products, the comparative scarcity of processing, memory, storage, and networking resources …

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“Designing Smarter, Safer Cars with Embedded Vision Using EV Processor Cores,” a Presentation from Synopsys

Fergus Casey, R&D Director for ARC Processors at Synopsys, presents the “Designing Smarter, Safer Cars with Embedded Vision Using Synopsys EV Processor Cores” tutorial at the May 2018 Embedded Vision Summit. Consumers, the automotive industry and government regulators are requiring greater levels of automotive functional safety with each new generation of cars. Embedded vision, using …

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“New Deep Learning Techniques for Embedded Systems,” a Presentation from Synopsys

Tom Michiels, System Architect for Embedded Vision at Synopsys, presents the “New Deep Learning Techniques for Embedded Systems” tutorial at the May 2018 Embedded Vision Summit. In the past few years, the application domain of deep learning has rapidly expanded. Constant innovation has improved the accuracy and speed of learning and inference. Many techniques are …

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