This blog post is an abridged version of the Gyrfalcon white paper “AI-Powered Camera Sensors”. Computing at the Edge: Smart Cameras, Robotic Vehicles and End-Point Devices Visual data has grown volumetrically – Artificial Intelligence (AI) is transforming overwhelming amounts of video into timely and actionable intelligence at a rate like never before. AI-powered cameras at […]
Seeing is Believing — AI-Powered Camera Sensors Read More +
This blog post was originally published at Deeplite’s website. It is reprinted here with the permission of Deeplite. As discussed in our previous blog post, compressing large deep learning models will pave the way for many new AI applications and enable AI to assist our everyday lives. This makes model compression a hot research area,
DNN Model Optimization Series Part II: Model Compression – Top 10 Questions Answered Read More +
This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. The next generation of access control is being shaped by both security and health concerns. Ensuring safe access to buildings and rooms has arguably never been more critical. Or, unfortunately, more complex. What was once purely a
A New Wave of Touchless Access Read More +
This blog post was originally published at Mythic’s website. It is reprinted here with the permission of Mythic. At this year’s AI Hardware Summit, Mythic showed for the first time that analog compute works, with demos of state-of-the-art deep neural networks running on our analog AI processor. And this is just the beginning! There is
The Era of Analog Compute has Arrived! Read More +
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Computer vision is achieved with convolutional neural networks that can use images and video to perform segmentation, classification and detection for many applications. Computer vision has become so good that the days of general managers screaming at
What Is Computer Vision? Read More +
This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. From vehicle counting and smart parking systems to Autonomous Driving Assistant Systems, the demand for detecting cars, buses, and motorbikes is increasing and soon will be as common of an application as face detection. And of course,
Real-Time Vehicle Detection with MobileNet SSD and Xailient Read More +
This blog post was originally published at Lattice Semiconductor’s website. It is reprinted here with the permission of Lattice Semiconductor. It’s not so long ago that systems equipped with embedded vision capabilities were physically huge and ferociously expensive. As recently as 10 years ago, few people would have believed that things like home doorbells would
Want Embedded Vision? Got MIPI? Read More +
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Even though most of the machine learning conferences this year have become virtual due to COVID-19, the AI community continues to drive the industry forward with novel work that will ultimately help people and enhance lives. The
This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. My first blog in this three-part series explored the opportunities associated with the growing workload diversity and the inevitable growth of heterogeneous computing in the exascale era. In this blog, I address the barriers that developers encounter
Software First: oneAPI Simplifies Development for Heterogeneous Computing Read More +
This blog post was originally published at Synaptics’ website. It is reprinted here with the permission of Synaptics. The momentum behind ultra-high definition (UHD) or 4K displays is one of the more interesting growth areas in all of electronics. Market forecasters estimate it to be worth about $48 billion in 2019 and growing at a
Delivering on the Promise of 4K Content with AI-based Scaling Read More +
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