Essays about: "FPGA embedded"

Showing result 16 - 20 of 61 essays containing the words FPGA embedded.

1. 16. Application of LabVIEW and myRIO to voice controlled home automation

   University essay from Uppsala universitet/Signaler och System

   Author : Tim Lindstål; Daniel Marklund; [2019]
   Keywords : speech recognition; home automation; labview; myrio; amazon alexa; mel frequency cepstral coefficients; dynamic time warping;

   Abstract : The aim of this project is to use NI myRIO and LabVIEW for voice controlled home automation. The NI myRIO is an embedded device which has a Xilinx FPGA and a dual-core ARM Cortex-A9processor as well as analog input/output and digital input/output, and is programmed with theLabVIEW, a graphical programming language. READ MORE

3. 17. Creation of a Technology Independent Design Flow

   University essay from Mälardalens högskola/Inbyggda system

   Author : Anton Urvantsev; [2019]
   Keywords : Variability; FPGA; SoC; Xilinx; VSI; Vivado; HLS-C; SPL; FM; OVM; HSP;

   Abstract : Modern embedded systems development poses new challenges to a designer due to the global reachability of the contemporary market. One product shipped to different countries or customers should satisfy varying conditions, standards and constraints. Variability of a developed system should be taken into account by a designer. READ MORE

4. 18. Improving embedded deep learning object detection by integrating infrared camera

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : George Punter; [2019]
   Keywords : ;

   Abstract : Deep learning is the current state-of-the-art for computer vision applications. FPGAs have a potential to fit this niche due to lower development costs and faster development cycles than ASICs, with a smaller size and power footprint than GPUs. READ MORE

5. 19. Accelerating CNN on FPGA : An Implementation of MobileNet on FPGA

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Yulan Shen; [2019]
   Keywords : CNN; FPGA acceleration; Deep Learning; MobileNet; Image classification; Computer vision;

   Abstract : Convolutional Neural Network is a deep learning algorithm that brings revolutionary impact on computer vision area. One of its applications is image classification. However, problem exists in this algorithm that it involves huge number of operations and parameters, which limits its possibility in time and resource restricted embedded applications. READ MORE

6. 20. Efficiency of CNN on Heterogeneous Processing Devices

   University essay from Linköpings universitet/Programvara och system

   Author : Josefin Ringenson; [2019]
   Keywords : CNN; Accelerator; Convolution; Heterogeneous Processing Device; AI Engine; FPGA; Hardware Architecture; Automotive Security; Computer Vision; Layer Fusion;

   Abstract : In the development of advanced driver assistance systems, computer vision problemsneed to be optimized to run efficiently on embedded platforms. Convolutional neural network(CNN) accelerators have proven to be very efficient for embedded camera platforms,such as the ones used for automotive vision systems. READ MORE