We made an advanced Computer Vision software for a military company to detect human posture on real-time footage
One of our customers needed a software solution that detects humans on a video stream in real-life which will be as lightweight as possible to be run on a low cost, small device equipped with an Nvidia GPU.
The hardware capabilities of Nvidia Jetson made Deep Learning infeasible for this task. However, we managed to provide a performance-optimized, OpenCV-based algorithm that worked in real-time, with very low latency and 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.
Currently, we are working on extensions to the existing algorithm to enable more comprehensive predictions like real-time body part segmentation and gesture recognition.
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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
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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