Welcome to Deeplite's blog! A place to discover helpful content on computer vision and perception model optimization, inference acceleration, tinyML and other topics related to achieving smaller, faster and more cost-efficient AI to run on edge devices and in the cloud.
Exciting news! We are thrilled to unveil the latest hardware benchmarks for the cutting-edge Raspberry Pi 5 featuring the Arm Cortex A76 processor @ 2.4GHz. Dive into the comparison between the Raspberry Pi 5 and 4 models, as well as other edge hardware platforms, using the powerful YOLOBench tool.
This blog is a summary of a Medium article that you can find here.
We are excited to release YOLOBench, a latency-accuracy benchmark of over 900 YOLO-based object detectors for embedded use cases. Accepted at the ICCV 2023 RCV workshop, you can read the full paper on arXiv.
Check out the...
The proliferation of edge devices has unlocked unprecedented opportunities for deep learning model deployment in computer vision applications. However, these complex models require considerable power, memory and compute resources that are typically not available on edge platforms. Ultra low-bit...
Recently, Deeplite CEO Nick Romano sat down with CyberNews, a resource for cybersecurity news, tech analysis and product reviews, to discuss Deeplite, the AI industry and what he thinks is coming for the future of AI.
We were pleased to announce earlier this week that Deeplite was crowned as a Silver Stevie winner in the 2022 International Business Awards, in the Artificial Intelligence/Machine Learning Solution category. The team was thrilled to receive this honor and get recognition for Deeplite Neutrino and...
Deeplite’s AI optimization solutions honored with Silver Stevie® award
Here at Deeplite, we've been enjoying a number of opportunities to safely talk about the work we are doing, in person! Through a number of recent industry trade shows, we've been able to promote our solutions and how we are making AI accessible across a wide range of edge devices.
Earlier this month, we participated in the annual Accelerating AI Workshop that highlighted the challenges and opportunities of AI acceleration from the cloud to the edge. Every year, this event brings together experts from across the industry and academia to share the latest trends and...
Deeplite has been on the road this past month! From March 22-25 we enjoyed ISC West in Las Vegas, checking out the latest and greatest in security and surveillance technology, and how computer vision AI could help accelerate current innovations.
DeepliteRT allows customers to utilize existing Arm CPUs for computer vision at the edge
while delivering GPU-level performance
Words can have multiple meanings. As a result, people involved with adjacent areas of the technology industry often misunderstand each other, even when using the same terms. Each group has its own frame of reference, history and technical domain expertise.
In particular, areas of technology...