The Importance of a Machine Learning Pipeline - Blog
March 30, 2023A Machine Learning (ML) pipeline is used to assist in the automation of machine learning processes. They work by allowing a sequence of data to be transformed and correlated in a model that can be tested and evaluated to achieve a positive or negative outcome.
Emerging Trends and Challenges in Embedded System Design - Blog
February 01, 2023The outcomes of embedded systems are application-oriented and advance development areas in focus, embedded systems and devices will gain more popularity in the coming future while considering various business sectors and their applications.
The Benefits of Selecting FPGAs and GPUs for Use in AI Based Applications - Blog
January 31, 2023Even as software algorithms that mimic human thoughts and ideas are the foundation of AI, hardware is also an important component this is where the role of Field Programmable Gate Arrays (FPGAs) and Graphics Processing Units play a vital role.
Artificial Intelligence and Machine Learning Based Image Processing - Blog
December 16, 2022The popularity of computer vision is growing like never before and its application is spanning across industries from consumer electronics and retail to manufacturing. With a variety of use cases including visualization, pattern recognition, segmentation, image information extraction, and classification, image processing can be done in two ways:
- Analog image processing of physical photographs, printouts, and other hard copies of images
- Digital image processing using computer algorithms to manipulate digital images
Next-Generation Voice Assisted Solutions - Blog
October 12, 2022In recent years, voice technology has steadily increased in popularity, from voice control in vehicles to smart speakers in homes. A voice assistant solution is built using machine learning, NLP (Natural Language Processing), and voice recognition technology. These solutions merge cloud computing to combine AI and can converse with the end users in natural language.
The Benefits and Techniques of Machine Learning in Embedded Systems - Story
July 20, 2022Owing to revolutionary developments in computer architecture and ground-breaking advances in AI & machine learning applications, embedded systems technology is going through a transformational period.
How Automotive HMI Solutions Enhance the In-Vehicle Experience - Blog
April 07, 2022With new-age technologies, customers now have higher expectations from their vehicles than ever before. Many are more concerned with in-car interfaces than with aesthetics or engine power. The majority of drivers desire a vehicle that makes their lives easier and supports their favorite smartphone apps.
The Role of Machine Vision in Manufacturing - Story
April 01, 2022Machine Vision has exploded in popularity in recent years, particularly in the manufacturing industry. Companies can profit from the technology's enhanced flexibility, decreased product faults, and improved overall production quality. The ability of a machine to acquire images, evaluate them, interpret (the situation), and then respond appropriately is known as Machine Vision.
Applications and Benefits of Edge AI - Blog
March 08, 2022Edge AI is the combination of edge computing and edge intelligence to run machine learning tasks directly on end devices. It generally consists of an in-built microprocessor and sensors, while the data processing task is completed locally and stored at the edge node end. The implementation of machine learning models in edge AI will decrease the latency rate and improve the network bandwidth.