Real-time Human Detection | Computer Vision | DevsData
real time detection
real time detection

Real-time Human Detection for a Military Company

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.

Detect human contours and center of mass in real-time

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.
case study
Detecting human contours and center of mass in real-time

Further improvements

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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“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. Their depth of knowledge and their ability to get things done quickly.
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DevsData LLC  |  1820 Avenue M, Suite 481, Brooklyn, NY 11230

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