Introduction Many applications like smart manufacturing, surveillance and augmented reality require Artificial Intelligence to be implemented on the EDGE. Some of the challenges in implementing AI on the EDGE are – Achieving lowest possible latency Network pruning to...
Our client is an OEM in the inspection industry and they manufacture high-speed sorting and grading machines for industrial applications. The end users of the sorting machines expect very high throughput with very few sorting defects (Both false positives and false...
PYNQ, Python Productivity for Zynq, makes it very easy for designers of embedded system to use XILINX Zynq devices without having to master complex design tools to design programmable logic circuits. PL as Hardware Libraries Programmable logic circuits are presented...
Part 1: Using HLS for Image Processing (Introduction) Design space exploration involves exploring different combinations to achieve optimal trade-of between speed and resources. Within HLS, software profiling tools can help to identify processing bottlenecks, enabling...
High level synthesis (HLS) tools, like XILINX Vivado HLS, can provide significant benefits for implementing algorithms like signal processing and image processing on FPGAs. These tools enable development and testing of hardware-based algorithms using higher level...
Recap: Using FPGA for High Speed Image Processing Part 1: Introduction Parallelism in FPGA By default, image processing is inherently parallel and the ability to exploit this parallelism has significant implications when building embedded vision systems. This...
Embedded Vision systems are known to be quick and efficient. These systems can be built using a system on chip (SoC) controller based on ARM architecture or on a field-programmable gate array (FPGA) architecture. In general, systems built on ARM based SoC implement...
Problem Statement Our client is an OEM in the inspection industry and they manufacture high-speed sorting and grading machines for industrial applications. The end users of the sorting machines expect very high throughput with very few sorting defects (Both false...