Essays about: "FPGA embedded"

Showing result 11 - 15 of 61 essays containing the words FPGA embedded.

1. 11. An Embedded System for Classification and Dirt Detection on Surgical Instruments

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

   Author : Guðmundur Hallgrímsson; [2019]
   Keywords : Neural Network; CNN; FPGA; PetaLinux; Winograd; High-level Synthesis; Neuralt nätverk; Faltade neurala nätverk; FPGA; PetaLinux; Winograd; Hög-nivå syntes;

   Abstract : The need for automation in healthcare has been rising steadily in recent years, both to increase efficiency and for freeing educated workers from repetitive, menial, or even dangerous tasks. This thesis investigates the implementation of two pre-determined and pre-trained convolutional neural networks on an FPGA for the classification and dirt detection of surgical instruments in a robotics application. READ MORE

3. 12. Design Exploration of an FPGABased Face Detection ProcessingCore Utilizing High Level Synthesis

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

   Author : Human Samii Moghadam; [2019]
   Keywords : ;

   Abstract : Achieving object detection with computer vision places high demands on hardware resources and energy. This becomes apparent when considering that applications like surveillance, autonomous vehicles, mobile and other similar applications, employ embedded systems with even greater restrictions on processing power and memory bandwidth. READ MORE

4. 13. Implementation of an 8-bit Dynamic Fixed-Point Convolutional Neural Network for Human Sign Language Recognition on a Xilinx FPGA Board

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Ricardo Núñez-Prieto; [2019]
   Keywords : Artificial Intelligence; Computer Vision; Machine Learning; Convolutional Neural Networks; FPGA; Sign Language Recognition; Technology and Engineering;

   Abstract : The goal of this thesis work is to implement a convolutional neural network on an FPGA device with the capability of recognising human sign language. The set of gestures that the neural network can identify has been taken from the Swedish sign language, and it consists of the signs used for representing the letters of the Swedish alphabet (a.k.a. READ MORE

5. 14. Algorithm Design and Optimization of Convolutional Neural Networks Implemented on FPGAs

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

   Author : Zekun Du; [2019]
   Keywords : Image Classification; Convolutional Neural Network; Top-1 Error; FPGA; Hardware Simulation; Bild Klassificering; Konvolutionellt neuralt nätverk; Top-1 Error; FPGA; Maskinvaru Simulering;

   Abstract : Deep learning develops rapidly in recent years. It has been applied to many fields, which are the main areas of artificial intelligence. The combination of deep learning and embedded systems is a good direction in the technical field. READ MORE

6. 15. Reconfigurable Instrument Access Network with a Functional Port Interface

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Gani Kumisbek; Prathamesh Murali; [2019]
   Keywords : IEEE Std. 1687; IJTAG; UART.; Technology and Engineering;

   Abstract : The ever-increasing need for higher performance and more complex functionality pushes the electronics industry to find a faster and more efficient way to test and debug an Integrated Circuit (IC). Currently, the IEEE Std. 1149.1, known as Joint Test Action Group (JTAG) is considered as state of the art by the industry. READ MORE