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We love to provide the cutting edge deep learning systems for our customer needs, but our main principle is to make
things that work – quickly and on budget.
One of our customers needed a software solution that detects humans on a video stream which will be as
lightweight as possible to be run on a low cost, small device equipped with an Nvidia GPU.
This made deep learning infeasible for this task. However, we managed to provide a performance-optimized
OpenCV-based algorithm that worked in real-time with the required precision. To speed
up computations, we’ve used the C++ OpenCV library in our Python code – the official Python version
didn’t provide access to CUDA algorithms, so we created a dedicated library to provide appropriate bindings.
Detecting human contours and center of mass in real-time
Currently, we are working on extensions of an existing algorithm to make more comprehensive predictions like
real-time body part segmentation and gesture recognition possible.
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DevsData is a boutique tech recruitment and software agency. Develop your software project with veteran engineers or scale up an in-house tech team with developers with relevant industry experience.
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“DevsData LLC is truly exceptional – their backend developers are some of the best I’ve ever worked with.”
Nicholas Johnson
Mentor at YC,
Ex-Tesla engineer,
Serial entrepreneur
Categories: Big data, data analytics | Software and technology | IT recruitment blog | IT in Poland | Content hub (blog)
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And many other regional partners accross Latin and North America, as well as Central and Eastern Europe. Let’s talk.
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“I interviewed about a dozen different firms. DevsData LLC is truly exceptional – their backend developers are some of the best I’ve ever worked with. I’ve worked with a lot of very well-qualified developers, locally in San Francisco, and remotely, so that is not a compliment I offer lightly. I appreciate their depth of knowledge and their ability to get things done quickly. “
Nicholas Johnson
CEO of Orange Charger LLC,
Ex-Tesla Engineer,
Mentor at YCombinator
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