First Results of a Comparison of Machine Learning Hardware Acceleration Approaches Using Field Programmable Gate Arrays in an Agricultural Mobile Robotic Application Case.
Tim TiedemannAnja SchmidtJesse StrickerJonas FuhrmannPublished in: IDC (2023)
Keyphrases
- field programmable gate array
- machine learning
- hardware implementation
- fpga technology
- mobile robotics
- embedded systems
- computer vision
- hardware architecture
- high end
- hardware software co design
- real time
- low cost
- computing systems
- hardware design
- parallel computing
- mobile robot
- parallel architectures
- signal processing
- programmable logic
- fpga implementation
- software implementation
- pattern recognition
- massively parallel
- object recognition
- data analysis
- hardware and software
- computer systems
- host computer
- image processing
- artificial intelligence