Over the last few years, transformers have been fundamentally changing the nature of deep learning models, revolutionizing the field of artificial intelligence. Transformers introduce an attention mechanism that allows models to weigh the importance of different elements in an input sequence. Unlike traditional deep learning… Read More
Aberration-free optics are bulky and expensive. Thanks to high-performance AI-enabled processors and GPUs with abundant processing capabilities, image quality nowadays relies more on high computing power tied to miniaturized optics and sensors. Computational imaging is the new trend in imaging and relies on the fusion … Read More
Like it or not, the surveillance market is growing, at a CAGR approaching 10%. Big brother concerns sometimes cloud the picture but overlook the much larger practical yet less hype-worthy applications for surveillance. Home and industrial security, enhanced traffic flow management, monitoring for fire and other fast-growing… Read More
The tremendous growth in edge devices has focused the spotlight on Edge-AI processing for low latency, low power and low-DDR bandwidth compute needs. Many of these Edge-AI applications depend on effective and efficient processing of image and video streams which in turn relies on computer vision technology. In early September,… Read More
It was my pleasure to meet Veerbhan Kheterpal. Veerbhan has founded three technology companies and has full stack expertise spanning software to silicon across Edge & Datacenter applications. Currently, he is a CEO & co-founder of quadric.io, a company that has created a new processor architecture for high performance… Read More
You may have seen a recent announcement from Mentor, a Siemens business, regarding the use of their Tessent DFT software by Ambarella for automotive applications. The announcement is a good example of how Mentor works with their customers to assure design success. On the surface the announcement comes across as a nice block and… Read More
Computer vision as a research topic has been around since the 1960’s and we are enjoying the benefits of this work in modern-day products all around us as robots with computer vision are performing an increasing number of tasks, even our farmers are using computer vision systems to become more productive:
ADAS is in many ways the epicenter of directions in the driverless car (or bus or truck). Short of actually running the car hands-free through a whole trip, ADAS has now advanced beyond mere warnings to providing some level of steering and braking control (in both cases for collision avoidance), providing more adaptive cruise control,… Read More
Let’s take a look at the tremendous penetration of intelligent vision in so many and various applications. A few years ago, computer vision algorithms were implemented in applications directly linked with imaging, like computational photography for smartphones and cameras. We can mention today a bunch of segments like automotive,… Read More
Qualcomm’s teaser of its upcoming Snapdragon 820 system-on-chip (SoC) was supposed to make up for the issues like overheating and bad press that haunted its predecessor Snapdragon 810. Instead, the San Diego, California–based semiconductor giant chose to show off the GPU and image processing muscle. Especially, its… Read More
