OpenVINO Primary Use Case

Utku Aktas
Computer Vision Engineer at UpWork Freelancer
I used OpenVINO for my deep learning solutions. I was working on some traffic management problems and had to detect pedestrians, cars, and some accidents via traffic videos. So, I used OpenVINO to implement my deep learning solutions to some servers. The OpenVINO software was on the local machine where we use the software. I used the OpenVINO hardware Mustang-V100-MX8, which includes eight Myriad Cores. I used OpenVINO software with these cards. We had two people focusing on OpenVINO. My colleague was dealing with communication about the project. He was communicating with Intel and other project partners about our problems, and I was focusing on the implementation of the system. View full review »
Freelance Engineer at Autonomo
OpenVINO is good for budgets because you don't have a computer vision model for classification for object detection obligations. You can run it on a server with Azure but it can be costly. Sometimes the application has to be on heavy dedicated hardware, like a small computer. In this case, machine learning applications are not so good because they demand a lot of computer resources and a lot of CPU resources are not so fast. In terms of accuracy and speed trade-off performance, you have to sacrifice a bit of accuracy in your inference in order to get better speed. When you deploy models with the OpenVINO format into devices like PC boards, it's a great tool. The online testing platform that Intel has for OpenVINO is really nice. It's sort of like a sandbox environment. You want to test what kind of hardware is available. You can test it and watch what works better in talking about the preference. Later you can decide based on the budget. View full review »
Zafar Muhammed
Founder and CEO at HiTech Solutions and Business Automation
I created a retail recognition custom model — a model on RPX 2017. Afterward, I transferred it to OpenVINO for object detection and retail detection. We have a team of three people who use OpenVINO. View full review »
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