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PhyCV

PhyCV is the first computer vision library which utilizes algorithms directly derived from the equations of physics governing physical phenomena. The algorithms appearing in the first release emulate the propagation of light through a physical medium with natural and engineered diffractive properties followed by coherent detection. Unlike traditional…

History, PhyCV on the Edge & Highlights

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History

Data acquisitionGitHub
2 related topics

PhyCV on the Edge

Edge computingNVIDIA JetsonCUDA4K resolutionOpenCV
6 related topics

Highlights

Frequency domainClassPythonMethodsPyTorch
6 related topics

Background

MRIDigital image
2 related topics

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Overview

History

Background

PhyCV on the Edge

Highlights

Advanced semantic analysis

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Map overview Semantic statistics

PhyCV

Nodes23
Edges22
Triples70
Avg. degree1.91
Density0.086957
Components1

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PhyCV

Top relations

related to GPU Acceleration · 16
PhyCV → CPU, CPUs, CUDA, GPU, GPUs, However, HSV, Intel, Note, NVIDIA TITAN RTX, PAGE, PST, PyTorch, RGB, The, The GPU
related to NVIDIA Jetson Nano Developer Kit · 13
PhyCV → AI, ARM Cortex-A57 CPU, CUDA, GPU, In, IoT, It, Jetson Nano, Kit, LPDDR4 RAM, NVIDIA Jetson Nano Developer, NVIDIA Maxwell, USB
related to history · 12
PhyCV → Algorithms, February, GitHub, GPU-accelerated, In, Jalali-Lab, May, November, PAGE, PST, UCLA, VEViD
related to Real-time PhyCV on Jetson Nano · 10
PhyCV → CUDA, For, FPS, GPU, Jetson Nano, NVIDIA JetPack SDK, OpenCV, Python, PyTorch, We
related to Modular Code Architecture · 8
PhyCV → Both PST, GitHub, In, PAGE, Please, Python, The, This
related to I/O (Input/Output) Bottleneck for Real-time Video Processing · 5
PhyCV → CPU, GPU, GPU-accelerated PhyCV, This, When
related to PhyCV on the Edge · 3
PhyCV → Featuring, In, NVIDIA Jetson Nano
related to Lack of Parameter Adaptivity for Different Images · 2
PhyCV → Although, Currently
is a · 1
PhyCV → first computer vision library which utilizes algorithms directly derived from the equations of physics governing physical phenomena

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Important terminology

algorithms detection physical algorithm edge page enhancement gpu image pst coherent propagation jetson nano real-time vevid vision nvidia images diffraction

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
PhyCVis afirst computer vision library which utilizes algorithms directly derived from the equations of physics governing physical phenomena0.90text
PhyCVrelated to GPU AccelerationGPU0.60section
PhyCVrelated to GPU AccelerationThe GPU0.60section
PhyCVrelated to GPU AccelerationPST0.60section
PhyCVrelated to GPU AccelerationPAGE0.60section
PhyCVrelated to GPU AccelerationPyTorch0.60section
PhyCVrelated to GPU AccelerationCUDA0.60section
PhyCVrelated to GPU AccelerationThe0.60section
PhyCVrelated to GPU AccelerationCPU0.60section
PhyCVrelated to GPU AccelerationIntel0.60section
PhyCVrelated to GPU AccelerationNVIDIA TITAN RTX0.60section
PhyCVrelated to GPU AccelerationNote0.60section

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