Realtime Style Transfer with OpenVino
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Style transfer from images in real time with integrated GPU, optimized with OpenVino Toolkit and a web camera. ...learn more
Project status: Concept
Artificial Intelligence, Graphics and Media
Intel Technologies
OpenVINO
Overview / Usage
Modify the OpenVino style transfer software to do live style transfer, with similar interface as https://github.com/gafr/chainer-fast-neuralstyle-models.
Methodology / Approach
Using OpenCV and OpenVino to do realtime style transfer with webcam using Intel GPU.
Start with neural style transfer example: https://software.intel.com/en-us/articles/OpenVINO-IE-Samples.
Employ some tricks like downsampling described here (https://towardsdatascience.com/practical-techniques-for-getting-style-transfer-to-work-19884a0d69eb).
Technologies Used
OpenCV, Core-powered Laptop, OpenVino